Disruptive technologies like Machine Learning (ML) are revolutionizing mobile applications. ML-based mobile apps offer robust features to add to the convenience of users.

Moreover, mobile experiences powered by machine learning are seamless and more intuitive. Thus, mobile app developers increasingly rely on ML to develop ground-breaking mobile apps. This article will shed light on the use of ML in mobile app development.

The world we live in today is driven by technology, with machines capable of learning human behaviour and improving our daily lives.

Nowadays, almost every individual owns a smartphone loaded with different apps. Since mobile apps are becoming an integral part of our everyday life, IT companies are leveraging advanced technologies such as ML to simplify our fast-paced lives.

Let’s dive further into the details to learn about the uses and advantages of ML in building mobile applications-

## Uses of Machine Learning in Mobile Applications

The use of ML in mobile apps has become almost ubiquitous in recent years.

Some popular ML-based apps we use daily are Snapchat, Google Maps, Netflix, Tinder, JioSaavn, Gaana.com, and so on. Ride-sharing apps like Uber, for example, display the location of our hired cabs/bikes in real-time.

Similarly, food delivery apps show a list of restaurants that deliver our favorite cuisine. The apps we use daily can do anything from ordering food to managing our time to reminding us of our daily schedules.

Moving further-

Now let’s talk about how ML can be advantageous for mobile app development.

### ✔ Predict User Preferences

ML-enabled mobile applications are a boon for marketing professionals. Data related to gender, age, geographic location, browsing history, and other characteristics of users generated by ML helps marketers better understand their preferences.

Additionally, data generated by ML also helps them enhance the efficacy of the mobile app. For instance, OTT applications use ML to create custom recommendations based on an individual’s preferences.

### ✔ Offers Personalized Experience

With ML algorithms connected to any mobile app, your device can receive recommendations based on your social media activities.

The algorithms help you identify your customers, their likes and dislikes, and their perspectives on your products and services, among other things. You can use this data to classify customer behaviour.

Also, you can utilize that information for target marketing purposes. In simple words, you can use ML to deliver personalized experiences by creating more relevant and entertaining content for your existing and prospective customers, thus boosting conversion, customer engagement, margin, and ROI and reinforcing your brand’s image.

### ✔ Helps Create Relevant Ads

The 21st-century customers prefer high personalized experience. By integrating ML into your mobile application, you can attract your target customers by generating ads that cater to their preferences instead of wasting money on creating irrelevant ads that do not appeal to their tastes.

### ✔ Enhanced Security

Mobile apps can also be secured and authenticated more easily with the help of ML technology. ML algorithms can identify and prohibit fraudulent activities.

Furthermore, ML can enhance the setting up of biometric data on mobile devices with advanced security features such as audio/image recognition. Also, ML helps prevent identity theft and assists you in granting access rights to your customers.

By using machine learning, you can make your mobile apps more agile and relevant in a world where trends are constantly changing. ML-powered apps are also more efficient because they cater to users’ needs more efficiently. This is the beginning of a new [future for IT and apps](https://habilelabs.io/blog/future-of-coding-will-coding-still-be-relevant).

### ✔ Profitable & Cost-effective

Artificial Intelligence and Predictive Analytics are revenue-generating technologies that rely on machine learning, making ML-based apps more lucrative.

ML-powered mobile apps don’t have to account for every possibility, they are more cost-efficient.

### ✔ Intelligent Results

ML-based apps are designed to track, comprehend, predict and respond intelligently. For instance, the Gmail interface prompts you to attach a document when you mention an attachment in the body of the mail but forget to attach it.

These are the game-changing benefits of using ML in mobile app development. Since ML algorithms for mobile applications offer such significant benefits, they will likely become the new standard for many app types in the near future.

## Best Platforms for Creating ML-powered Mobile Apps


![machine-learning-coming-to-the-aid-of-mobile-applications – 1.jpg](https://backend.habilelabs.io/uploads/machine_learning_coming_to_the_aid_of_mobile_applications_1_8034d5b213.jpg)


Now that we know the advantages of using machine learning in mobile app development, let’s have a look at the best platforms for creating smart and super apps with ML:

### Azure


This platform lets you build and deploy ML-based models with accurate prediction capabilities faster than ever.

The Microsoft cloud solution provides a comprehensive support network and a vast collection of accessible tutorials and multilingual documents.

### API.ai


This platform by Google is ideal for developing AI-enabled virtual assistants for iOS and Android devices. The Google development team has created a compelling database for API.ai that strengthens the platform’s algorithms.

### IBM Watson

Mobile app developers and data scientists can work together to quickly and effectively incorporate predictive accuracy into their apps using IBM Watson Machine Learning.

It enables developers to execute user requests thoroughly irrespective of format. This innovative platform can instantly analyze any data type, such as audio content, images, or textual files, using a variety of methodologies.

### Tensorflow


Google’s open-source library Tensorflow works by tracking user interaction in their surroundings and eventually determining the accurate response depending on the requests. This platform is not ideal for novice developers.

### Wit.ai


This platform is quite similar to API.ai. Wit.ai’s most notable feature is turning audio files into textual documents.

It also offers “history” features, which examine context-specific data to provide highly accurate responses, especially when it comes to commercial chatbots.

## Challenges of Building Mobile Apps with Machine Learning


Certain challenges are associated with Machine Learning, as with any other technology. The basis of machine learning is the availability of adequate training data. Therefore, the volume of training sample data must be large enough to guarantee fundamental machine learning accuracy.


#### The following ML processes can help you avoid misinterpretations of visual cues:


![machine-learning-coming-to-the-aid-of-mobile-applications – 2.jpg](https://backend.habilelabs.io/uploads/machine_learning_coming_to_the_aid_of_mobile_applications_2_eb8c136d13.jpg)


### Data Augmentation

This technique is an effective tool for overcoming the obstacles that developers experience when developing ML-based apps.

Data augmentation can help improve the performance and results of machine learning models by adding various instances to training datasets. It generates rich and adequate datasets to enhance the performance and accuracy of a machine learning model.

For example, in cases where a mobile app is asked to identify a central image, data augmentation alters the image without affecting the subject to enable the app to detect the object accurately in different environments.

### Hard Sample Mining

A hard sample is one in which your machine learning model struggles to predict the labelling correctly.

If the sample size for analysis is insufficient, the machine ought to confuse the identical items with a primary object if there are multiple similar items. The machine learns to identify the central object by comparing different objects with numerous examples.

Hard sample mining converts raw unlabeled data into a smaller amount of high-quality labelled data, enabling ML to predict labels correctly.

### Data Addition Imitation

A few data points are nullified in this method, leaving only the central object’s information. Consequently, as a result, the machine memory can only store images related to the main subject image instead of images related to other objects surrounding it.

## Wrapping Up

Having a brilliant mobile app concept and design is one thing, but incorporating machine learning may elevate your users’ experience to the next level. Besides, ML-based apps can drive innovation across industries by providing the necessary functionality and content.

Given the potential of ML technology, it seems reasonable to assume that mobile apps can benefit significantly from machine learning because it allows for good personalized options to improve efficiency, effectiveness, and usability.

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Let’s create smart and ML-powered mobile apps!

Machine Learning Coming to the Aid of Mobile Applications

[**C**RM](https://www.habilelabs.io/blog/reasons-that-make-crm-software-beneficial-for-every-business) stands for Customer Relationship Management, a software solution that companies use to manage their relations with customers.

While it’s evident for the hospitals and healthcare communities to invest highly in cutting-edge technologies, techniques and appliances, it is equally important to leverage the digital and software products to improve their customer support services and evolve as per the patient’s demands and expectations.

Many healthcare organisations are notorious for their inefficient time management, poor patient relationships, lack of patient’s data security & management, and weak customer support services.

At present, the patients visiting hospitals are far more evolved and informed than they were ever before. They analyse all the healthcare organizations before choosing one suitable for them.

Therefore, it is now inevitable for the healthcare sector to leverage the [digital products ](https://www.habilelabs.io/blog/evolution-of-business-through-tech-tools)and tools to build a strong online presence and provide sophisticated customer services.

Let’s see what features and benefits the HCRM has in store for the healthcare organizations here-

## Key Features


The market presents multiple types of CRM having different features and functionalities.

However, the HCRM differs from them in a few ways. The key features of a Healthcare CRM (HCRM) is-

- It provides the healthcare organizations with a platform to improve their connectivity within the organizations and with the patients
- Secondly, it offers solutions to facilitate easier communication and integration among general and specialized medical practices

![healthcare-crm-software-solutions-key-features-benefits – 1.jpg](https://backend.habilelabs.io/uploads/healthcare_crm_software_solutions_key_features_benefits_1_30e48bff99.jpg)


## Benefits of Healthcare CRM


Health Care CRM is not only in the list of cutting-edge technology just because of its important features but also has the most exceptional benefits for health care industry.

Let’s see some of those benefits:

![healthcare-crm-software-solutions-key-features-benefits – 2.jpg](https://backend.habilelabs.io/uploads/healthcare_crm_software_solutions_key_features_benefits_2_3880a0c1ff.jpg)

### Better Time and Task Management-


As every hospital has multiple doctors and attendants for various fields, each having certain expertise and speciality in an arena.

However, it can be patently visible in the hospitals that they do not take digital solutions in high regard.

The task assignment module checks the time and availability of the staff members and enables the authorities to assign tasks to any individual member where it can be tracked to check progress and notifies them of its completion.
The resulting management procedure is automatic and smooth as it lacks the mundane manual work that waste a lot of time and resources that can be invested for emergency cases or any other productive work.

### Build Long-term Relations with Patients-


Healthcare CRM software improves the relationship between a patient and doctor, which is necessary to be nurtured for future developments.
It allows the healthcare industry to get better understanding about the patient’s behaviour and needs to build better relationships with them.

A regular interaction and engagement with your customers is decisive these days as it enables the patients to rate you over the scale of 5 and submit reviews, which in turn help the potential
patients to choose you over other hospitals for medical care.

### Patient’s Records Management and Security-


Data is the most important part of any software solution and an accurate and complete profile of the patient can incredibly and effectively become the forefront of a strong and healthy relation with them.
During old times, the critical information about patient’s cases was stored in the form of hard-copies and each file was named after the patient’s name, date or case number.

This process was bulky and ineffective, as such records get lost or degrade with time.
However, the CRM software enables the healthcare organizations to store their patients’ records in digital form. For instance, many organizations set up an online portal where any patients can log in and check his/her records, history, and present status.

### Smooth Billing Process-


The CRM solutions are highly beneficial for healthcare organizations when it comes to billing and payments.

Now that the digitalization is becoming an ever-present aspect of every entity, whether sentient or not, it is about time that the healthcare industry takes a leap from its traditional protocols and adopt digital means for smooth and efficient management for their finance and accounting assets.

### Improved Services and Facilities-

The patients nowadays are far more aware and updated about today’s treatment methods, diseases, and ongoing procedures. The healthcare organizations can benefit themselves from this advancement for their betterment.

The organizations can create a feedback form that can be filled by every patient after their visit.

They can speak up their minds and offer suggestions and feedback wherever needed and it might be very useful for your growth and help you improve your services.

## Conclusion-


Healthcare CRM sector is flourishing day by day and this system provides healthcare organizations across the world with the possibility to obtain and maintain good customer relationships by literally transforming every customer interaction into an opportunity.

We at HabileLabs, believe in providing ultimate services with every new age service sector and hence if you are someone who need help with this CRM sector, we are just a ping away.

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Healthcare CRM Software Solutions — Key Features & Benefits

**S**alesforce is the no. 1 CRM software in the world. This popular cloud-enabled platform offers customer relationship management (CRM) services to help organisations automate their sales and marketing processes.

Salesforce started as a SaaS (Software as a Service) for [CRM software](https://habilelabs.io/blog/reasons-that-make-crm-software-beneficial-for-every-business) in 1999. With Salesforce, you can now develop applications, automate processes, analyze data, and even provide marketing services.

Additionally, this widely used CRM tool provides automatic upgrades, so you won’t have to worry about infrastructure or applications.

A multi-tenant architecture makes Salesforce an ideal solution for integrating APIs, freeing up capacity, increasing scalability, and lowering ownership costs with platform support.

Additionally, its [AI-powered platform](https://habilelabs.io/blog/ai-in-fintech-using-intelligent-solutions-in-banking) automates various marketing, financing, and human resource processes. It is a boon for small and large organizations because it allows them to focus on innovation, better customer service, and less technology maintenance.

## What is Salesforce Used for?


Salesforce provides different services, including Platform as a Service (PaaS) and Community Cloud. You can use this platform for the following purposes:

- It analyses customer data and extracts meaningful information from the data sets and identifies customers’ interests based on the accumulated data. With Salesforce, you can create visual dashboards using pictorials, pie charts, bar graphs, and tabular or gewAraphical forms.
- Customers can take advantage of Salesforce’s customer service and support options, as well as CRM applications, to improve the quality of services and incorporate learning from previous experiences.
- Salesforce can quickly integrate data from various social networking platforms. It also generates data-driven reports that you can easily understand, identifying customer insights. The data is analyzed in different ways of extracting data and visualization forms.

## Benefits of Salesforce -


![salesforce-testing-the-ultimate-guide – 1.jpg](https://backend.habilelabs.io/uploads/salesforce_testing_the_ultimate_guide_1_f4a31897e8.jpg)


There are countless benefits of using Salesforce:

- It is easy to use and affordable. The cost of the software varies depending on the size and needs of each business. As a result, even start-ups and small companies can use Salesforce.
- In contrast with conventional CRM software that can take over a year to deploy, it helps organizations implement a complete CRM system in months or weeks.
- Salesforce is effective because it allows organizations to customize the software in accordance with their business requirements. It also helps businesses enhance customer relationships and automate their marketing campaigns.
- The Salesforce platform allows your growing business to be managed more comprehensively and holistically. With this software, you can keep track of all the information you need to stay on top of your customer profiles. All the information you need is at your fingertips, and you can find any lead or client you want, even if they are assigned to another representative!
- It also simplifies account planning. Salesforce allows you to plan accounts on your own. By doing so, you can develop a solid relationship with the clients, and your representatives can adjust their strategies to get the desired outcome.
- Using Salesforce’s checklist feature, you can stay organized throughout the day by keeping track of your to-do lists.

## Salesforce Testing: What is it?

Now that you know about the Salesforce platform, its role, and its benefits, let’s look at what Salesforce Testing entails.

Salesforce testing’s primary purpose is to evaluate bespoke application functionalities instead of those integrated into SDFC (SalesForceDotCom). SDFC offers customers the option of tailoring everything to their needs.

Salesforce testing guarantees that feature upgrades and enhancements do not fail or jeopardise other components of your Salesforce infrastructure.

## Importance of Salesforce Testing -


- Salesforce Testing lets you ensure if the code is functional;
- Based on business requirements, it assists in verifying that the application can successfully meet client needs.
- The method helps detect issues earlier in testing, making it easier to resolve them.


Salesforce initially offered services using the Classic Platform, Aloha, which was popular during the 2000s. This was later supplemented by SF’s first PaaS offering, Force.com.

The Lightning platform is one of the most recent additions to SF’s product line, and it has several additional functionalities, security features, and an improved user interface.

## Stages of Salesforce Testing -


![salesforce-testing-the-ultimate-guide – 2.jpg](https://backend.habilelabs.io/uploads/salesforce_testing_the_ultimate_guide_2_9713c10ce5.jpg)

The Salesforce application development life cycle follows the same phases as any other platform:

- **Unit Testing:** Most unit tests are performed by developers themselves. Test scenarios are not specific to users. They tend to be very specific.
- **System Testing:** This test is performed by testers/QA professionals. Functional requirements and use cases drive it.
- **Acceptance Testing:** During acceptance testing, a software system is tested to make sure it meets all of its predetermined requirements. It analyses if the system meets business, technological, and aesthetic objectives, ensuring that stakeholders and end-users are equally satisfied with the system.


Acceptance testing is of two types -

**(a) User Acceptance Testing:** This test aims to verify that the product meets all performance standards from the users’ point of view.

**(b) Business Acceptance Testing:** This test aims to ensure that the software meets the requirements and goals of the business.

Manual Salesforce testing usually includes regression testing, integration testing, and functionality testing. First, you must check your current strategy for gaps or repetitive test cases. You can then conserve resources by automating tasks.

Salesforce platform managers, however, face a severe quality problem with manual Salesforce testing. The system becomes more prone to risks as it grows larger and more complex. Moreover, you can’t ensure quality by manually testing Salesforce.

Also, it is slow, inefficient and prone to human errors. Testing Salesforce becomes more challenging as it undergoes seasonal updates, configurations, customisation, and integrations. Thus, test automation plays a key role here.

## Salesforce Testing Tips -


- As most Salesforce web pages are Visual Force pages, testers must be careful when performing UI testing.
- Visual force pages are dynamic and may not load all their elements simultaneously, so you must pay special attention should to these features.
- To address an application’s overall functionality, testers must develop functional flows that include both positive and negative flows.
- It is necessary to build and test workflows based on the roles of different users.
- A test management tool such as HP ALM should be used to document test cases.
- Developing test data is essential for validating the reports.
- Be sure to make a list of all possible Salesforce scenarios and any exceptions. Make sure you include positive and negative scenarios in this list for a well-rounded outcome. Moreover, testers should compile test data for each scenario.
- Salesforce offers a wide range of features. The ability to customize and configure environments to meet individual requirements is one of the reasons for its immense popularity. However, the versatility of this method can cause testers to lose sight of their priorities. Therefore, instead of focusing on Salesforce’s built-in features, Salesforce testing should concentrate on validating customised code.


## DevOps-based Salesforce Testing -


A DevOps-based Salesforce testing strategy provides greater transparency into business processes. Each individual within your company needs to understand how their role plays in the larger ecosystem.

Additionally, to maximise productivity and efficiency, operations teams must understand the development process and vice versa.

## Final Thoughts -


Tests conducted for Salesforce help identify defects early, validate the system’s functionality, and verify configuration and code compliance.

Salesforce testing is synonymous with a balanced manual and automated testing strategy. Salesforce test automation is primarily intended to validate the software.

Manual Salesforce testing usually includes regression, integration, and functionality testing. First, you must check your current strategy for gaps or repetitive test cases. You can then conserve resources by automating tasks.

Thanks for Reading!

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Evaluate bespoke application functionalities beyond those integrated into SDFC

Salesforce Testing: The Ultimate Guide

**T**housands of apps are getting created in one minute on the Internet every passing day. They compete for attention on the App Store or Google Play.

>Super apps, as the name suggests, are the advanced version of regular apps, holding the power of IT and defining a new standard for digital transformation in the future.

They meet the new world revolution and attract users or subscribers more than a standard app, and they provide multiple applications that can be run on the same line.

These apps are gaining popularity among consumers because they eliminate the need to download and maintain multiple programs while still providing all the functionality required in a single location. Super apps have brought [new revolutions in the world’s trends](https://habilelabs.io/blog/metaverse-technology-that-will-create-future).

## What are Super Apps?

Super apps is a new type of application that aims to make life easier by combining the functionality of several applications into one convenient package.

It provides a platform where we can run multiple applications at a single time. To be considered a super app, an app must have at least two features from these three i.e, payment, courier, and social media.

The purpose of the Super Apps is to provide a solution to all users’ needs and make the users’ work more accessible by including numerous features. Users can use the nifty app to access all services, from calling a taxi to shopping, ordering food, and communicating with friends.

As a result, people no longer need to download multiple applications and can access various services through a single application. It also eliminates application redundancy on [mobile devices](https://habilelabs.io/blog/develop-a-responsive-layout-of-mobile-app-with-react-native).

## Benefits of Super Apps-

Super apps are a novel method of attracting customers. With each new service or extension, awesome apps try to entice users to give them more of their attention, time, and money.

Using such an app that can provide numerous advantages is always a boon.

Let’s see how beneficial it can be :

![super-apps-meet-the-new-trend – 1.jpg](https://backend.habilelabs.io/uploads/super_apps_meet_the_new_trend_1_4bf1174745.jpg)


- **The volume of products and data-**
Many products and data are routed. They are the foundation for creating a highly personalized financial, service, and trading ecosystem centered on a single user.

- **Development Cost-**
Super Applications have significantly lower financial requirements. It creates apps through collaborations with companies that want to do business with a large user base. It works on a platform-based approach to product scaling and provides opportunities for integration.

Easy and Fast onboarding-
Onboarding a new customer is quite easier and it automatically lowers analytics costs. More benefits with loss costs attract and retain users more efficiently.

Easy and less risky product launch-
You have a target audience to promote and data to help you create the perfect offer and deliver it to them at the right time. The many products available have a synergistic effect.

- **Save Memory-**
There is no requirement to use extra memory for app storage because the Super apps are collections of apps. So, it takes less memory as compared to running multiple apps at the same time.

- **It provides a good user experience by bringing everything together in one frame-
As it is a package of collections, it attracts people more than the app.**

- **It saves both time and money-**
The normal app takes more time to open and provides a single application service, but super apps take less time to open and deliver multiple benefits.


## What are the criteria that evolve an App from a Super App?


- Super apps offer many services, often from different companies, all in one place.
- They can include social networks, trip planning, taxis, ticket booking, bill payment, grocery shopping, and more.
- The service foregoes a single account and robust in-app payment methods.


Other apps usually specialize in one specific service or category, such as cabs, food delivery, or movies.

## How does Super App help businesses?

Super apps combine multiple apps onto a single platform. Users can chat, order food, book tickets, transfer money, shop, order groceries, and pay their utility bills without downloading a separate app for each task.

The user could complete all tasks in a single app, known as a Super app. Without a doubt, super apps benefit users and make life much simpler and more accessible.

That’s why business owners combine multiple services into a single app for the digital ecosystem, providing long-term benefits to users and brands.

## Features of Super Apps-

![super-apps-meet-the-new-trend – 2.jpg](https://backend.habilelabs.io/uploads/super_apps_meet_the_new_trend_2_0b35fd12be.jpg)

Super apps have a [promising future](https://habilelabs.io/blog/ai-in-software-engineering-present-and-future). Because of the benefits listed above, many new awesome apps have emerged in other mobile-first regions worldwide. Nifty apps aggregate several “apps,” or services provided by multiple apps, in a seamless and meaningful manner, providing the user with a single service space.

The platform that the super applications created to meet the needs of everyday users is the foundation of their success. The awesome apps are successful because they understand their target group’s country preferences better than almost any other application and are well-known in these regions.

That’s why super apps have evolved into everyday platforms. It is already used in travel, take trips, e-commerce, payment banks, and Fintech services. I believe that the growth of awesome apps will continue in this decade, with the goal of funnelling a larger market target audience through its app.

In the coming era, there will be an onslaught of apps, and users or subscribers will get rewarded.


## Reason for Super Apps success

What are the advantages of such applications?

This question is still relevant.

First, you must comprehend what connects the Super Apps. These apps combine services, removing users from the vast number of separate apps that take up space on their mobile devices and laptops.

There’s no need to save multiple passwords for different applications — you can use one application to store all your passwords or ID in one place. It is the primary question that large corporations ask to gain a larger market share.

There are numerous reasons why companies like Amazon, Facebook, and Google are working to create universal portals that connect various services.

It is advantageous to both the user and the business. For users, it is the ability to solve multiple problems with a single application. In practice, this translates to fewer registration and login issues.

For business owners, this represents a significant reduction in the future costs of developing and maintaining the application. Launching a Super Application necessitates fewer development team resources and reduces the number of potential issues that may arise during the [development of multiple applications](https://habilelabs.io/blog/how-iot-and-wearables-are-improving-fintech).

As a result, more people will be reached and are more likely to make in-app purchases with less effort.

## Conclusions -


Super apps offer significant economic incentives, profit potential for app developers, and a great user experience and convenience. While developing apps and ecosystems may appear to benefit businesses and users, the scale of engineering challenges involved is mainly unknown to the general public.

It’s shaping up to be a contested trend, making it extremely difficult for companies without comparable resources to compete with Following and Outfield.

When it comes to building futuristic and modern apps, Habilelabs is the place that builds the ecosystem that can help to grow and create a more realistic and reliable platform.

Still have queries in mind then do not worry we are just a ping away.

Thank You for Reading!

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A novel method of enticing users & customers!

Super Apps- Meet the New Trend

**T**echnology is always evolving, and with it, the tools that businesses use to operate.

The use of technology, specifically the internet, has made it easier for businesses to reach a wider audience and create a global presence. In addition, technology has made it possible for businesses to connect with their customers and clients in new and innovative ways.

## How these tech tools help businesses?


These tech tools help in providing easy access to people and make things more efficient.

Through these tools, customers can now access a business website or social media page to learn more about the company, its products, and services, they can purchase products and services online, which makes it easier and more convenient for them to do business with a company and it reduces costs.

To manage all this, here are some of the best tech tools:


### Project Management Tools


There are a variety of project management tools available to help you keep your project on track and ensure that all deadlines are met but it can be tough to decide which one is right for your team.

We’ll look at some of the most popular options and help you choose the best tool for your needs.

- If you’re looking for a simple, straightforward tool, Trello might be a good option. It’s easy to use and great for collaboration.
- Asana is a good choice if you need something a bit more robust. It has many features and can be customized to fit your specific needs.
- If you’re looking for an all-in-one solution, Basecamp might be the right fit. It has everything you need to manage your projects, from task lists to file sharing.

### Document Management Tools
Document management tools help you to keep track of all your project documents in one place, making it easy to find what you need when you need it.

There are a lot of different document management tools out there, so how do you know which one is right for you?

First, you need to think about what your specific needs are. Once you know what your needs are, you can start looking at different document management tools.

Some popular options include Google Drive, Dropbox, and Evernote.

- **Google Drive** is a great option if you need to be able to collaborate on documents with others. It also offers a lot of storage space for free.
- **Dropbox** is another popular option that offers a lot of storage space and is very easy to use.
- **Evernote** is a good option if you need to be able to access your documents from anywhere.


### Meeting Applications


Meetings are a necessary part of work for many people, but they can be a huge time suck. Many meeting applications are out there that can help make meetings more efficient and productive.

Here are three of the best:

- **Doodle:** Doodle is a great meeting scheduling tool that allows you to quickly find a time that works for everyone.
- **Meeting King:** Meeting King is a great option for larger businesses or teams that need a more robust meeting solution.
- **Meeting Wiz:** Meeting Wiz is a great all-in-one meeting solution that offers features like video conferencing, screen sharing, and meeting recording.

### Marketing Tools


There are a lot of different marketing tools out there, and it can be tough to know which ones to use. But, luckily, we’ve got you covered.

Here are four marketing tools that you should definitely be using:

- **Social media:** No matter what business you’re in, social media is a great way to reach new customers and grow your brand. Make sure you’re active on the platforms that your target audience is using and don’t be afraid to experiment with new platforms as well.
- **Email marketing:** Email is still one of the most effective marketing tools out there. It’s a great way to stay in touch with your customers and promote new products or deals.
- **SEO:** It helps your website rank higher in search results, which means more people will see it. Make sure you’re doing keyword research and using the right keywords on your website and in your content.
- **Analytics:** Analytics is essential for tracking your marketing progress and understanding what’s working and what’s not. Use analytics to track your website traffic, social media engagement, and email open rates.
If you’re not using these four marketing tools, you’re missing out.

Start incorporating them into your marketing strategy today, and you’ll see a big difference in your results.

If you’re not using these four marketing tools, you’re missing out.

Start incorporating them into your marketing strategy today, and you’ll see a big difference in your results.

### Outsourcing tools


![evolution-of-business-through-tech-tools – 1.jpg](https://backend.habilelabs.io/uploads/evolution_of_business_through_tech_tools_1_0f0a9a9ecf.jpg)

There are many different outsourcing tools available to businesses these days. While some businesses choose to outsource all of their work, others only outsource certain tasks or projects.

Here are a few best of them:

- **Upwork:** Upwork is a platform that connects businesses with freelancers. Businesses can post their project requirements on Upwork and then freelancers can bid on the projects.
- **Fiverr:** This is similar to Upwork in that it connects businesses with freelancers. As all services start at just $5, Fiverr makes a great option for businesses that need to outsource simple tasks or projects.
- **Asana:** Asana is a project management tool that helps businesses keep track of their work. With Asana, you can assign tasks to team members, set deadlines, and track progress.
- **FreshBooks:** FreshBooks is an accounting tool that businesses can use to track their expenses. With FreshBooks, you can see how much you’re spending on outsourcing, which can help you



## Website Monitoring:

In today’s online world, it’s important to keep an eye on your website’s performance. There are many tools available to help you monitor your website’s uptime, load times, and more.

One important metric to track is your website’s Uptime. This is the amount of time that your website is up and running.

>Uptime is important because it affects your website’s availability to visitors.There are many ways to monitor your website’s uptime.

- One popular option is to use a server-side monitoring tool. These tools run on your web server and can provide detailed information about your website’s performance.
- Another option is to use a website monitoring service. These services typically offer features like email or SMS alerts, reporting, and more.


No matter which method you choose, monitoring your website’s uptime is important.

## Data Backup:


There are many reasons to back up your data. Maybe you want to protect your data from loss or damage, or perhaps you want to keep a historical record of your data.

Whatever your reasons, there are a few things to keep in mind when backing up your data.

First, you need to decide what data you want to back up. This can be everything from your personal files to your company’s database. Once you know what data you need to back up, you need to figure out how you’re going to store it.

There are many different storage options available, from external hard drives to cloud-based storage.

Once you’ve decided on a storage method, you need to set up a backup schedule. This will ensure that your data is backed up regularly and that you don’t forget to do it.

Backing up your data is an important part of any computer user’s routine. By following these tips, you can ensure that your data is safe and sound.

![evolution-of-business-through-tech-tools – 2.jpg](https://backend.habilelabs.io/uploads/evolution_of_business_through_tech_tools_2_e114ff19d6.jpg)


## Communication & Collaboration


In today’s business world, communication and collaboration are key to success. By staying in constant communication with your team members, you can ensure that everyone is on the same page and working towards the same goal.

There are a number of ways to stay connected and collaborate with your team. Email, instant messaging, and video conferencing are all great tools to use.

But, it’s important to remember that effective communication is more than just sending a message. It’s also about listening and understanding the needs of others.

When you take the time to listen to your team members, you can better understand their individual strengths and weaknesses.

This knowledge can then be used to create a more cohesive and effective team and an environment that is both productive and enjoyable at [workplace](https://www.habilelabs.io/blog/top-habits-to-abstain-from-at-workplace).

## HR Management


There are many different aspects to HR management, but one of the most important is employee retention. If you can keep your employees happy and engaged, they’re more likely to stick around, which is good for both your business and your bottom line.

#### Here are a few tips for improving employee retention:

- **Offer competitive salaries and benefits:** If you want to attract and retain the best employees, you need to be willing to pay competitive salaries and benefits.
- **Invest in Employee Development:** Investing in employee development shows your employees that you are invested in their growth and development. This can be in the form of training, mentorship, or even just opportunities to learn new skills.
- **Create a positive work environment:** A positive work environment is one where employees feel valued, respected, and supported. This can be achieved through things like positive reinforcement, open communication, and recognition for a job well done.
- **Support [work-life balance](https://www.habilelabs.io/blog/work-or-life-are-you-also-juggling-between-the-two):** One of the best ways to support your employees is to respect their need for a work-life balance. This means offering flexible work hours, paid time off, and other policies that allow employees to maintain a healthy balance between work and life.
- **Be transparent:** Transparency is key in any business, but it’s especially important in HR. Employees need to feel like they can trust you and that you have their best interests at heart.


## Customer Relationship Management


[Customer relationship management (CRM)](https://www.habilelabs.io/blog/reasons-that-make-crm-software-beneficial-for-every-business) is a process companies use to track and manage their interactions with customers, improve customer satisfaction and retention, and to grow customer relationships.

CRM involves using technology to track and manage customer interactions, including:

[https://www.habilelabs.io/agile-working-how-to-enable-business-agility/](https://www.habilelabs.io/agile-working-how-to-enable-business-agility/)


## Conclusion


Organizations utilise a variety of additional digital tools to maintain good management of their businesses but the most important factor that contribute is their criteria of working. You should know of they match your needs or not, because as they say-

>“ There can be infinite uses of the computer and of new age technology but one must know the correct needs and uses”

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Evolution of Business through “Tech Tools”

Gatsby and Next.js are the two most popular React frameworks utilised for creating a quick and SEO-friendly static website. These React frameworks are capable of providing an outstanding customer experience.

However, choosing between the two platforms when creating a mobile or web app for your company can be tricky. Therefore, to help you solve this dilemma, we are here to give you a comparative overview of Gatsby and Next.js.

This article outlines the features, benefits, drawbacks, similarities, and differences between Next.js and Gatsby so that you can pick the one that best suits your needs.

So, let’s take a closer look at each of these two platforms to help you determine which one is the best fit for your business solution.

## What is Gatsby?

[Gatsby](https://habilelabs.io/blog/gatsby-a-blazing-fast-static-site-generator) is a developer-friendly static site generator that combines the strongest aspects of React, GraphQL, and react-router. Static HTML files generated by Gatsby can be loaded directly from a Content Delivery Network or CDN.

With Gatsby.JS, you can create a website that renders static HTML before storing it globally on CDNs. This static site generator does not use servers or databases when loading your blog.

Thus, Gatsby is viewed as a sophisticated front-end framework that provides fast page-loading through various features, including prefetching of data, asset optimization, code splitting, and SSR (server-side rendering).

Nike, Airbnb sites, Snapchat, Tinder, etc. are built on the Gatsby framework.

## What is Next.js?

![gatsby-or-nextjs-which-one-is-better – 1.jpg](https://backend.habilelabs.io/uploads/gatsby_or_nextjs_which_one_is_better_1_88f9cbf1ac.jpg)


[Next.js](https://habilelabs.io/blog/next-js-automatic-image-optimization-with-next-image-component) is a JavaScript-based framework that allows you to create ultrafast and incredibly user-friendly webpages and React-based web applications.

With Next.js, you can create server-side rendered websites. This tool uses a server to generate HTML dynamically each time a new request is received.

This framework is designed for building dynamic websites that involve many server interactions. Additionally, it allows search engines to optimize React apps without having to configure them quickly.

The Next.js web framework is commonly used to create landing pages, eCommerce sites, and SEO-friendly websites that require quick loading times.

Netflix, Uber, and Starbucks are some companies that use the Next.js framework.

## Similarities between Gatsby and Next.js-


Now that you know what Gatsby and Next.js are, let’s look at the similarities between both frameworks.

- Both are [React-based frameworks](https://habilelabs.io/blog/what-are-react-functional-components). Therefore, you must have a basic understanding of React before working with Gatsby and Next.js.
- Gatsby and Next.js are perfect for building robust websites with impressive lighthouse scores.
- Static Site Generation (SSG), Server-Side Rendering (SSR), and Client-Side Rendering (CSR) are supported by both frameworks.
- Both Gatsby and React.js offer a Hot Reloading feature that allows web developers to track changes as they are made, allowing them to modify a site without reloading the browser swiftly.
- Next.js and Gatsby both have quick page loads. They can prefetch the resources before they appear on the user’s screen.
- Websites built using these frameworks feature pre-rendered HTML and are hence SEO-friendly.


## Differences Between Gatsby and Next.js

![gatsby-or-nextjs-which-one-is-better – 2.jpg](https://backend.habilelabs.io/uploads/gatsby_or_nextjs_which_one_is_better_2_dbacdb10dc.jpg)


With Gatsby, you get GraphQL, React, and Webpack integration, whereas Next.js relies entirely on React, Webpack and Babel.

Here are the other prominent differences between the two frameworks:

- **Data Handling:** Next.js and Gatsby handle data differently. Next.js leaves the decision of data handling to the developers. It enables developers to build frameworks of their choice and [fetch data in various ways](https://habilelabs.io/blog/data-fetching-in-next-js-pre-rendering-types), including SSGS, SSRS, and pre-rendering.


In contrast, Gatsby suggests to developers how to handle data in their web applications. Therefore, team members who may not be developers can edit the website’s data, which can then be merged with the website when the site runs.


It shows you how to procure the required data for each page. Gatsby is a plugin-based platform with a wide variety of layouts and themes.

Thus, creating a fully functional app on Gatsby is faster than on Next.js.

- **Scalability:** Due to its lack of scalability, Gatsby is not a good choice for developing large-scale web applications.


Next.js, on the other hand, is a perfect framework if you need to scale for enterprise use. Its default features such as image optimization, page routing, and code splitting add to its scalability.

- **Node-Server:** Gatsby is a [static site generator](https://habilelabs.io/blog/scully-first-ever-static-site-generator-for-angular-js) since it develops HTML files while the site is being built. It does away with the requirement for Node-Server to control page rendition. However, it is not a viable strategy if you are creating a large website with several HTML templates or subpages.


The Next.js application, on the other hand, requires a server to function seamlessly. It renders pages via SSR (Server-side Rendering) technology.

It requires you to set up node.js and Node Package Manager (NPM) to perform HTML rendering at the runtime for each request.

## Benefits of Using Gatsby:


- Gatsby adheres to the latest web standards. Websites developed on Gatsby are at least three times faster than similar sites in the industry.
- Because of the abundance of templates and adjustable plugins, creating a fully functional Gatsby JS application takes only a few minutes. Furthermore, the plugins help you enhance your website’s aesthetic by adding attractive features.
- Gatsby comes with an exceptional plugin called Gatsby Image to prevent small-screen devices from downloading desktop-sized images. Consequently, it enhances web speed.
- Gatsby’s custom cloud infrastructure Gatsby Cloud provides real-time lighthouse reports and CMS previews. It also facilitates 1000 times faster builds.
- Once you create the web application’s source code, Gatsby assembles the most effective Webpack configuration to build the site.
- Gatsby forbids direct access to user data or other confidential information, making your site safer and more secure.
- Additionally, it increases your profit margin by bringing down your hosting and updating expenses.
- Last but not least, Gatsby can improve a website’s performance on handheld devices because it complies with Google’s PRPL (Push, Render, Pre-cache, Lazy-load) architectural pattern.


## Drawbacks of Gatsby -


- The time Gatsby takes to build a web page makes it a bad choice for developing multi-user websites.
- Lack of graphical user interface
- Your website needs to be generated in a new form each time it is updated. If your site is large, the process could take up to 15 minutes.


## The Benefits of Using Next.js -

- Next.js supports SSR rendering. This means that HTML is generated in response to an incoming request from a client. Thus, you can develop the page based on the data given in the request.
- It has the feature of a Hot Module Replacement, which allows you to see all the modifications you make throughout development in real-time.
- The Next.js platform also supports the creation of static pages at build time. It is intelligent enough to load only the CSS and JavaScript required for a given web page. As a result, the page performs better, and you can view the content page faster.


## Drawbacks of Next.js -


- Though Next.js has CMSs and APIs with private features, data is still stored on the server, making it vulnerable to exploitation.
- The Next.js library does not feature many front pages. Therefore, you must develop a front end from scratch.
- If you build an e-commerce site using Next.js, you will need a dedicated team to manage the website later.

## When should You Use Next.js?


If you are planning to develop hybrid web applications, Next.js is the best option. For instance, because Next.js integrates the best of static site generation and SSR, it can be utilised to create optimized eCommerce platforms, finance websites, or B2B websites.

You can leave some aspects of your e-commerce site static, such as the contact form or billing address. Additionally, you can utilize the server to generate web pages with dynamic content, such as the product detail page.


## When should You Use Gatsby?


To develop a static website within 500 web pages, you must opt for Gatsby. You can use it to build documentation sites, personal blogs, and progressive web apps that don’t need dynamic content.

The Gatsby framework is a modern site generator known for its speed and high performance. Also, since it has no database or user data on its servers, they are more secure than Next.js.


## Final Thoughts


Considering the above analysis, we can conclude that while Gatsby is ideal for building more specific static web pages, Next.js is perfect for building sizable, multi-user web platforms.

Both frameworks are excellent options and suitable for different application types and use cases. However, you must carefully choose between the two based on your business requirements.

Thanks for reading 😇
Hit claps if you find it useful.😉

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Build robust websites with impressive lighthouse scores!

Gatsby or NextJS — Which one is better?

The contemporary world is experiencing a boom in the IT sector and hence an immense rise in the number of developers. In order to deliver high-quality software, a developer’s primary focus should be to engage clients and express work to meet their goals.

Zeal to achieve things and a set mindset help increase one’s level of intelligence, talent, and other interpersonal qualities, which constitutes a soft skill quota of a professional.

But there remains the main question as to what it takes for a developer to thrive in his/her career? Let’s check out-

## How to Excel as a Software Developer?


While knowledge of languages and frameworks is extremely important, it takes a lot of other things than just being technically proficient.

The significant aspect that switches your role from a mere developer to a team player and a master at their course is “Soft Skills”.

There are so many factors that contribute to your growth and experience, and they all are equally important per se you can be the best developer with all the technical knowledge, but it takes your personality, your communication, and your engagement skills to be the better version of you and your work.

Check out the below-mentioned qualities and skills every developer should hone if they require their performance to the subsequent level-

### - Passion towards work

![soft-skills-an-important-aspect-of-a-developers-life – 1.jpg](https://backend.habilelabs.io/uploads/soft_skills_an_important_aspect_of_a_developers_life_1_2beaa829aa.jpg)

Being passionate about your work is the foremost thing anyone should have. A developer who is actually dedicated to their work enjoys it to the fullest and even spends time functioning on programming puzzles outside their job.

Passion not only gives you pure ecstasy but also always keeps you rejuvenated.

### - Positive Attitude

In a world where everyone demands you to be straightforward, it is vital to keep a positive attitude. It not only gives you courage but also makes you resilient in the face of adverse or tedious tasks. It makes you see the brightest scenarios even in mundane assignments.

Another key to maintaining a positive attitude is being flexible and receptive to change. A positive mindset doesn’t allow you to get discouraged once encounter a tough problem, and they understand how to seek out something interesting about more mundane assignments.

Yet another major part of maintaining a positive attitude is being flexible and receptive to change. The fast-paced world of software often requires teams to form adjustments, so developers have to adapt without letting these modifications ruffle their feathers.

### - Communication Skills

Quality communication is critical to satisfying clients and making your team work effectively. Competent developers ensure they’re consistently available and respond promptly to communication from teammates or clients.

Having excellent [communication skills](https://habilelabs.io/blog/how-to-improve-your-communication-skills-effective-tips) means knowing the way to prioritize clarity to avoid misunderstandings. Developers should be astute enough to detect when it makes more sense to leap on a call or hold a short in-person meeting, instead of having an extended back-and-forth via email or messaging.

Following up after a gathering or conversation is another great habit because it helps everyone stay on the identical page and demonstrates genuine concern about the difficulty at hand.

Developers also must be diplomatic about sharing their viewpoints and explaining their reasoning in an objective way. Open communication helps in keeping things transparent enough to restrict anyone from falling into the never-ending trap of misunderstandings.

### - A Client-Focused Approach

![soft-skills-an-important-aspect-of-a-developers-life – 2.jpg](https://backend.habilelabs.io/uploads/soft_skills_an_important_aspect_of_a_developers_life_2_e3e400c729.jpg)


In order to deliver high-quality software, a developer’s primary focus should be to assist clients to meet their goals.

Empathizing with clients allows developers to understand their needs, which in turn enables developers to create more practical solutions. Additionally, great developers recognize that customer feedback is extremely useful and that they foresee implementing it and improving the merchandise.

A savvy developer also features a judgment of business value and prioritizes what’s valuable to the client over what could also be new or interesting to them as an engineer.

### - Ability to Thrive on a Team


Building software could be a team endeavor, so collaboration skills are essential. It is compulsory for every developer to understand and fulfill their unique role on the team.

This involves recognizing teammates’ contributions to the merchandise, further as taking ownership of their own contributions and mistakes. Being on a team means respecting all teammates and appreciating their input, while still following the merchandise manager’s suggestions.

Teamwork requires remaining hospitable to different perspectives and solutions, similarly to giving teammates thoughtful feedback on their work.

Perhaps most significantly, working as a part of a team means always being able to provide support and helping teammates whenever they have a hand.

### - A Growth Mindset

In order to clarify what a growth mindset is, we’ve got to dive into a bit of psychology of individuals that tend to own one among two pervasive attitudes, or mindsets, regarding their own abilities and intelligence.

In contrast, individuals with a growth mindset view their intelligence, talent, and other personal qualities as skills and traits they will develop. They believe they’ll improve anything about themselves with enough effort and practice.

They love taking over challenges due to what they’ll learn within the process, knowing that their success or failure doesn’t determine how intelligent they’re.

Not only that, but they welcome constructive feedback because they see it as a chance to grow. Neuroscience supports the expansion mindset, as our brains are, after all, always capable of forming new connections.

Addressing skill gaps head-on actually allows a developer to be told more quickly than someone who is more concerned about hiding their weak areas.

## Conclusion


Software development may be a fascinating field in which there are always new things to find out, but developers who work on their soft skills with the maximum amount of dedication similar to their technical competencies maximize their learning and [professional growth](https://habilelabs.io/blog/mastering-the-essence-of-productivity).

Thanks for reading.😊🙌

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Soft Skills — An Important Aspect of a Developer’s Life

**T**echnology is tremendously changing the lives of people and fluctuating them between reality, social media, and virtual reality which is set to come shortly.

Our world is constantly moving forward with technologies like Artificial Intelligence (AI), Virtual Reality (VR), Augmented Reality (AR), and the Web 3.0 (Next Generation Internet) which are making our lives easy as well as advancing them beyond our thinking.

And the most important technique which can set the bar high and will change our lives forever is **Metaverse**.

## What is Metaverse?

**Metaverse** is a network of 3D virtual worlds focused on **virtual reality**, **augmented reality**, and **video** where users “live” within a digital universe.

Under this 3D world of Metaverse, you can walk around as an **avatar**, interact with other avatars and perform various activities like buying and selling virtual stuff, going to work, forming communities, playing games, etc.

It is so futuristic that it can transform the internet into a single, universal and immersive virtual world but the main question that arises here is-

## Why Metaverse?

As technology is rising in various fields like Virtual Reality, Augmented Reality, Mixed Reality, AI & Blockchain, people see the internet with a unique approach to having everything in one place. It makes us see our life with a whole new perspective of being with various technologies and everything in the virtual format.

As exciting and thrilling as this might sound there is still some doubt as to how are we going to adopt this as our routine life. Will it change our lives for good or we’ll struggle to balance ourselves in that advancing life?

And this led us to another question -

## What will be the life on Virtual Earth?

![metaverse-technology-that-will-create-future – 1.jpg](https://backend.habilelabs.io/uploads/metaverse_technology_that_will_create_future_1_d0208ef811.jpg)

This is the world of Web 2.0 and in this era, we have already started enjoying our life on social platforms, now the only difference will be that this social life will be converted into virtual life in MetaVerse.

How are we going to live it?

Let’s understand how Mark Zuckerburg has introduced the [meta horizon](https://www.wdsu.com/article/what-is-the-metaverse-breaking-down-facebooks-new-name/38096300).


Now after knowing so much about Metaverse, let’s move toward its components or components that make it whole -

### - Virtual World (Horizon)

A virtual world (also considered virtual space) is a computer-simulated environment. This space is populated by many users who can create a personal avatar, independently explore the virtual world, participate in its activities, and easily communicate with others.

These avatars will be textual, graphical representations, or live video avatars with auditory and touch sensations.

### - What is an Avatar?

In Metaverse, an Avatar in virtual reality is an interactive character in virtual worlds, that are customized by the user. These avatars can walk within the computerized landscape, and explore the virtual world.

Avatars can be moved by the users with the help of their keyboard and mouse. Virtual world avatars also have access to the objects such as tools, weapons, clothing, vehicles, virtual currency, etc.

Another big question for our human society is that-

## Are we or our systems ready to adopt Meta?

![metaverse-technology-that-will-create-future – 2.jpg](https://backend.habilelabs.io/uploads/metaverse_technology_that_will_create_future_2_08f68ba70c.jpg)


Let us give you an idea, we’re living at the edge of technology where we are already into multiple social platforms and enjoy games with cool graphics.

Also, multiple technologies like blockchain, and AI achieved their height. Now several companies are developing VR Glasses and Meta (previously Known as Facebook) also provides some open-source systems and devices so any developer can develop any kind of system and avatars or AI Systems that can give a wide range of users to interact in Metaverse.

So, are you excited to be a part of it?

Now, what technology makes Meta-Verse a reality?

As we have already discussed above there are multiple technologies that are helping the metaverse to be a reality, so let’s discuss them one by one.

### - Extended Reality


This is a term referring to all real-and-virtual combined environments and human-machine interactions generated by computer technology and wearable, where the ‘X’ represents a variable for any current or future spatial computing technologies.

For example, It includes representative forms such as augmented reality (AR), mixed reality (MR), and virtual reality (VR)and the areas interpolated among them. The levels of virtuality range from partially sensory inputs to immersive virtuality also called VR.

### - 3D Reconstruction


The process by which an object is re-created within the virtual or three-dimensional space using the computer. It involves the use of input data such as two-dimensional photographs or scanning of the actual object. It can be done by the Active and passive methods.

Active reconstruction involves interference between the object being reconstructed and a sensor like scanning an object or taking its photograph. Whereas, passive reconstruction doesn’t involve any kind of interference with the object. Data is received using the sensor.

### - Internet of Everything

IoT is the connections of people, processes, data, and things that combine into a common system aiming to improve experiences and make smarter decisions.

The Internet of Everything (IoE) describes a world in which billions of objects have sensors to detect, measure, and assess their status. All are connected over public or private networks using standard and proprietary protocols.

### - Digital Humans

Welcome to the [World of Digital Humans](https://youtu.be/yDvLpNUIgds)!

A Digital Human is an avatar that can produce a whole range of human body language. Backed by artificial intelligence that can interpret client’s input and give back to them not just the facts they need but the appropriate non-verbal response as well.

It refers to the branch of computer science concerning building smart machines that are capable of performing tasks that required human intelligence. It helps computers and machines to understand the decision-making capabilities of the human mind or to resolve problems. These are the systems that act and think like humans.

### - Blockchain

A blockchain is a distributed database that is shared among the nodes of a computer network. As a database, a blockchain stores information electronically in digital format.

Blockchains are best known for their crucial role in cryptocurrency systems, such as Bitcoin, for maintaining a secure and decentralized record of transactions.

### - VR Glasses and Headsets

A virtual reality headset is a head-mounted device that provides virtual reality for the wearer. Virtual reality (VR) headsets are widely used with video games but they are also used in other applications, including simulators and trainers.

They comprise a stereoscopic head-mounted display (providing separate images for each eye), stereo sound, and head-motion-tracking sensors, which may include devices such as gyroscopes, accelerometers, magnetometers, or structured light systems.

The [future of coding](https://habilelabs.io/blog/future-of-coding-will-coding-still-be-relevant) or technology will be approaching soon enough.

## Conclusion

All in all, Metaverse can be and will be an exciting journey toward the unrealistic future but it is going to be the most advanced innovation the human species will experience. All we need to learn is how to set our pace in parallel to these advancements and how not to be lost in them.

Because as Jacque Fresco said,

>“The intelligent use of science and technology are the tools with which one can achieve a new direction.”

Happy Reading!

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Metaverse- Technology that will create Future

**A**doption of AI in Fintech at the right time allows fintech companies to identify threats, prevent fraud, etc.

Banking can use Artificial Intelligence (AI) to analyze and manage data from multiple sources to gain valuable insights. These innovative outcomes assist banks in addressing the challenges they face daily when providing services such as payment processing.

Artificial intelligence is currently playing a critical role. It is assisting fintech companies in automating routine procedures and improving outcomes on a larger scale than human intelligence.

Early application of artificial intelligence enables fintech companies to identify threats, prevent fraud, automate daily tasks, and improve service quality. All of this leads to increased efficiency and profits.

Before going to know about what is AI in Fintech, first talk about what is Fintech?

FinTech means financial technology, which is a type of financial technology that is enabled by technology. This can include everything from managing financial transactions to preventing fraud.

## What is Artificial Intelligence?

![ai-in-fintech-using-intelligent-solutions-in-banking – 1.jpg](https://backend.habilelabs.io/uploads/ai_in_fintech_using_intelligent_solutions_in_banking_1_4db9d47758.jpg)

Some people immediately think of robots when they hear the word Artificial intelligence. That’s because human-like machines in big-budget movies and literature are wreaking havoc on the world. This is not the true point behind this AI.

AI is the imitation of human intelligence in robots that have been trained to think and act like humans. The term can also be applied to any machine that exhibits human-like characteristics such as learning and problem-solving.

AI’s ideal feature is its ability to rationalize and execute actions that have the best chance of achieving a specific goal. Machine learning is a branch of artificial intelligence that refers to the idea that computer systems can learn from and adapt to new data without the need for human intervention.

Bankers used to have personal connections with their customers in the early days of banking to help them make good decisions. However, in today’s digital age, this personal connection has vanished.

Can technology restore human connection?

Artificial Intelligence (AI) at various levels can be used to restore that connection. It can process massive amounts of customer data. This data and information are compared, resulting in services or products that customers desire.

This essentially means determining what is best for your customers and thus achieving high levels of customer satisfaction.

Artificial Intelligence (AI) can help financial organizations spot dangers, prevent fraud, automate repetitive processes, and improve service quality. All of this correlates to higher productivity and revenues. AI also can help financial organizations like Banks.

Artificial intelligence isn’t going out of style; it’s here to stay.

## Using AI in Fintech

![ai-in-fintech-using-intelligent-solutions-in-banking – 2.jpg](https://backend.habilelabs.io/uploads/ai_in_fintech_using_intelligent_solutions_in_banking_2_b56a66f088.jpg)


AI is the way of the future in banking, combining the power of advanced data analytics with the ability to prevent fraud and improve compliance.

Due to an AI system, anti-money laundering activities that would normally take hours or days are now finished in a matter of seconds. AI also enables banks to manage massive amounts of data at breakneck speed to extract important insights.

The AI (Artificial intelligence) bots, digital payment counselors, and biometric fraud detection techniques all contribute to greater service quality for a larger consumer base.

The use of data and artificial intelligence by banks to assess a person’s creditworthiness is one such example. Banks desire to extend loans but also desire to set fair fees.

By taking a look at their credit scores, they may prevent overcharging dependable customers and undercharging risky ones. They can analyze their customer data and make inferences thanks to artificial intelligence.

Here we discuss more information about [AI in Fintech using intelligent solutions](https://habilelabs.io/blog/how-iot-and-wearables-are-improving-fintech) in banking.

### - Improved customer experience


AI develops a greater understanding of customers or clients and their behavior based on previous interactions.

This allows banks to personalize financial products and services by including unique features and intuitive interactions, resulting in meaningful consumer engagement and the development of strong client relationships.

### - Client or Customer service (Chatbot)

Chatbots are one of the most often used AI applications across businesses because they offer a good return on investment in terms of cost savings.

Chatbots can successfully handle the majority of frequently performed actions, such as balance queries, reading micro statements, and fund transfers. Thus, pressure on banks that are similar to Fintech is lessened.

### - Cybersecurity systems

By utilizing data from previous threats and understanding patterns and signs that appear unrelated to forecasting and preventing assaults, AI can greatly improve the effectiveness of cybersecurity systems.

Apart from mitigating external risks, AI may also detect internal threats or breaches and recommend corrective steps, preventing data theft or abuse.

### - Direct Lending / Credit Scoring

AI can help alternative banks determine a customer’s creditworthiness by reviewing data from several traditional and non-traditional data sources.

This allows lenders to develop innovative lending systems that are backed by a good credit scoring model, even for people with bad credit.

### - Advice from a Robot

One of the most contentious points in the financial services industry or banks is automated guidance. By evaluating data supplied by customers as well as their financial history, a Robo-advisor tries to determine their financial health.

The robot advisor will be able to provide appropriate investment suggestions in a certain product class, even down to a specific product or equity, based on this research and the client’s goals.

### - Estimation of future results and trends

AI can help banks or the financial services industry forecast future outcomes and trends by evaluating past behavior and predicting future scenarios.

This aids banks in the detection of fraud, the detection of anti-money laundering patterns, and the formulation of customer recommendations.

### - Portfolio management

[Artificial intelligence](https://habilelabs.io/blog/ai-in-software-engineering-present-and-future) can aid with wealth management and portfolio management. True, current technology allows us to have everything at our fingertips.

AI can help customers who are unable to visit the bank regularly. Banks may use this cutting-edge AI technology to manage services and optimize mobile banking operations.

### - Streamlining and automation of the procedure
Artificial Intelligence in Banking will speed up and smooth out the automation process.

Automation is one of the top AI use cases in the finance and banking industries. Artificial intelligence (AI) has a lot of potential in the banking industry. Artificial intelligence software helps banks streamline and automate every activity that is now performed by humans, resulting in a simple and virtual process.

### - Banking Regulations


In the banking industry, Artificial Intelligence (AI) is quickly gaining traction. The largest firms want banks that adhere to regulatory compliance guidelines.

The banking industry is required to update its work practices regularly under current compliance rules and regulations.

For this reason, the majority of banks maintain an internal compliance team. Compliance teams cleanse web pages and other internal material to stay up to date with the most recent rules. Manually accomplishing this, on the other hand, takes a long time and costs a significant amount of money.

### - Predictive Data Analysis / Understand The function


Two of AI’s most common use cases include general-purpose semantic and natural language applications, as well as broadly applicable predictive analytics. Traditional technology is unable to detect certain patterns and correlations in data that AI can.

These patterns could imply unrealized sales prospects, cross-sell opportunities, or even operational data indicators, all of which could result in a direct revenue impact.

## Conclusion


The adoption of AI in Fintech is still in its early stages, but the possibilities for the financial sector are tremendous. Banks and financial institutions will gain greatly from the technology.

Artificial intelligence, whether in the form of an Android or iOS app, will be a game-changer in the banking industry.

Thanks for reading!😊

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Render intelligence into banking & finance

AI in Fintech — Using Intelligent Solutions in Banking

**In** today’s technology-driven world, more and more developers are turning to JavaScript and python to advance their careers, as it’s evident that the opportunities in this arena are quite wide and at their peak.

These languages are known for their flexibility, and they have become the go-to choices for developing web applications, though they also carry the drawback of having older formats.

However, there is a newer development in the coding world — “PyScript”.

Have you ever heard of it?

No? Well then, let us introduce you to this amazing scripting language, which is a combination of “Python & JavaScript” -

## Overview about PyScript

You might be thinking of it as a replacement for JavaScript, but delve further, and you’ll have a bird-eye view as to how PyScript is the icing on the cake for coders.

Peter Wang, the CEO, and co-founder of Anaconda, Inc., revealed it during his keynote speech at PyCon US 2022 that — It is **Python inside HTML**, a whole-new framework that will enable the users to create Python applications using an in-browser HTML interface.

It is a better alternative to Emscripten, Pyodide, WASM, and other cutting-edge web technologies which were used earlier in development.

Following are the objectives-

- To offer simple, streamlined APIs.
- Create a system with expandable and pluggable components.
- To fulfill the goals of “Programming for the 99 Percent” and also to use standard HTML which must be supported and extended to read reliable, opinionated bespoke components.

## What PyScript have to offer?


PyScript intends to provide developers, particularly data scientists, additional freedom and power in terms of coding standards rather than replacing JavaScript’s function in the browser.

Contemporary issues with web application development like packaging, distribution, and deployment are all resolved by allowing Python to use HTML, CSS, and JavaScript standards all at once.

Along with helping in specific genres, PyScript helps data scientists in various conditions. For example, Data scientists frequently create models but are unable to make them representable to stakeholders.

With this scripting language, they will be able to make the most of their talents and cognitive processes and because most models and charts lack an appropriate user interface, it will give targeted audiences a window to consume them.

## Key Features of PyScript-


PyScript provides standardized style rules, increased expressiveness, and simplicity of learning. Besides that, let’s take a look at what else this language explores-

- Hosting and support for Python in the browser without the need for servers or settings.
- Programs may communicate back and forth between JavaScript and Python objects and namespaces thanks to interoperability.
- **Support for the ecosystem:** Enables the usage of several well-known Python packages, including Pandas, NumPy, and many more.
- **Flexibility of the framework:** It is a versatile framework that programmers may build upon to construct extendable components in Python quickly.
- **Environment Management:** Enables programmers to specify which files and packages should be used while writing page code.
- **UI Development:** Help in quick creation by using a variety of UI elements, including buttons, containers, and more.

## WebAssembly in PyScript-


![pyscript-python-for-the-web-browser – 1.jpg](https://backend.habilelabs.io/uploads/pyscript_python_for_the_web_browser_1_de088ed1c4.jpg)

Writing websites with Python is now feasible thanks to a technique called Web Assembly.

WebAssembly is the core technology that enables the creation of webpages in Python. Web browsers could only handle JavaScript when WebAssembly was first created.

After its initial release in 2017, WebAssembly swiftly attained official status with the World Wide Web Consortium (W3C) by 2019. It contains a.wat text format language that can be read by humans, which is then translated into a binary.wasm format that browsers can read.

We can now create code in any language, compile it to WebAssembly, and then run it in a web browser thanks to this.

### Pyodide


A WebAssembly-based Python distribution for the browser and Node.js is called Pyodide. With this, we can use micropip to install and run Python packages in the browser. For usage with Pyodide, several programs with C extensions have also been migrated. Numerous general-purpose Python packages, such as NumPy, pandas, SciPy, Matplotlib, and Scikit-learn, as well as RegEx, PyYAML, and lxml are included.

### Emscripten


Emscripten is a full-featured WebAssembly compiler tool-chain that uses LLVM, with an emphasis on performance, size, and the Web platform.


## How to Use PyScript?
Pyodide is the base of PyScript, and it is a WebAssembly/Emscripten version of CPython.

Micropip-based Python packages may be installed and used in browsers thanks to Pyodide. It employs a binary.wasm format that can be read by browsers after being converted from a human-readable .wat text format language.

You can download the alpha release of PyScript on [pyscript.net](https://pyscript.net/).

For reference, all HTML files that use PyScript must have a link to these:


```
<link rel="stylesheet" href="https://pyscript.net/alpha/pyscript.css" />

<script defer src="https://pyscript.net/alpha/pyscript.js"></script>
```

PyScript allows you to write Python in HTML using the following components:

- py-env – Defines the Python packages needed to run your Python code.
- py-script – Part of the HTML file where you write your Python code.
- py-repl – Creates a REPL component that evaluates the code user enters and displays the result.

## Advantages of PyScript -


- The most obvious benefit is that we can now create online apps and write Python (and maybe other languages) in HTML thanks to PyScript. A far larger group of front-end developers and designers may now benefit from Python’s capability, thanks to PyScript.
- The world’s most widely used andportable computing environment is the web browser. Web browsers are available to everyone, whether they are on a computer or a mobile device. This implies that there are no infrastructural restrictions on who may access and begin programming.
- We no longer have to be concerned about deployment thanks to PyScript because of the “architectural shift beyond the cloud”
- Your web browser will be the center of everything. As data scientists, we may distribute our models and dashboards via HTML files that, when opened in a web browser by others, will execute code.


## “JavaScript” in accordance with “PyScript”


The JavaScript engine and the collection of APIs made available by your execution environment are two different components that are equally important in traditional front-end development.

While the API landscape might vary greatly depending on the target platform, the core of JavaScript is quite tiny and acts rather reliably across different retailers.

JavaScript may be used for client-side code that runs in the web browser, server-side code that runs in Node.js, and even code that powers mobile apps. By the way, using certain of Node.js’ unique APIs, it is potentially feasible to run PyScript on the back end.

You will, however, concentrate on the browser APIs in this section.

The following tech stack diagram shows Emscripten, an open-source compiler toolchain that makes it possible to generate WebAssembly from any portable C/C++ source.

The only limitation at this point is that we can only use libraries that Pyodide supports now while using PyScript.

## How to build a webpage with PyScript?


To build a webpage, we need to know about HTML and CSS.

Let’s start with a basic example of printing “Hello world” by defining the HTML structure for a webpage-

![pyscript-python-for-the-web-browser_2.jpg](https://backend.habilelabs.io/uploads/pyscript_python_for_the_web_browser_2_a739b29242.jpg)


Fortunately, end users don’t have to fully grasp what’s going on in the background, other than for some security reasons. However, more languages will eventually be supported, according to the contemporary advancements in the technology world.

## Conclusion -


Before PyScript, running and carrying out Python operations on the web wasn’t simple. Anyone interested in utilizing Python on the web will find this to be a fantastic tool, despite being still in its infancy.

PyScript will indeed prove to be a head-turning evolution in the world of scripting languages.

Thanks for reading the blog!

Hoping you find it insightful! 😊

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The icing on the cake for software developers!

PyScript — Python for the Web Browser

Hello folks,

Today I’m going to share one of my real-time experiences when I was working on a project.

Now, what I’m about to describe is one of the most challenging cases when it comes to databases.

We were using NodeJS with Sequelize ORM. The project had a heavy database (approx. 10 -12 GB) in the initial phase, and approx. 70% of the project database data was common for all regions/instances. Even the tables were tightly coupled as lots of relations were present b/w tables.

So, the requirement was to set up multiple instances of the project in different G-cloud Regions/Geolocation. How did we proceed with it?? See below-


## Separate Common Data from Database


Now that you understand the situation, let me tell you how did we deal with it-

We cloned the master database into 2 different Sequelize instances, i.e. master DB and cloned DB, and then refactored all APIs/code conditionally to fetch data from different servers

But what about the table’s associations as I already mentioned tables were tightly coupled, and we are using lots of associations (one-to-one, one-to-many, many-to-one, many-to-many)?

When we have a single DB, we can easily use includes (in Sequelize) or use join(in raw query) to fetch data from the child table with the help of a forging key, but when we have 2 different database servers then we can’t use joins b/w 2 different DB server.

What we needed to do was-

- To run multiple queries to fetch data from 2 different DB servers
- To use some extra code to merge both query results
- To send the result back to the web app



After considering all these points, what do you think is the best approach to handle this case? Well, we will discuss here a solution that takes far less effort. Let’s go then-


## Solution


For this scenario, we will use a foreign-data wrapper, PostgreSQL support multiple foreign-data wrappers to connect with remote/external database servers, as we are using PostgreSQL database, so we will use **POSTGRES_FDW** extension provided by PostgreSQL.

**POSTGRES_FDW** extension allows us to connect with remote PostgreSQL server and helps to fetch data from remote tables same as we do with a local server without any extra subquery, you can easily query from remote tables and also apply joins b/w local tables and foreign tables.

## Configurations

To configure POSTGRES_FDW,


```
CREATE EXTENSION postgres_fdw;

CREATE SERVER fdw_server FOREIGN DATA WRAPPER postgres_fdw OPTIONS (host 'localhost', dbname 'demo2', port '5432');
CREATE USER MAPPING FOR postgres SERVER fdw_server OPTIONS (user 'postgres', password 'postgres'); IMPORT FOREIGN SCHEMA public FROM SERVER fdw_server INTO public;
```

### Example-


Let’s take an example, we have 1 database containing 2 tables (existing situation)

Now as per our requirement, we need to store common data in 1 DB and the client specifies data in another DB, so we need to create 2 different database servers (master DB server and client DB server)


```
CREATE DATABASE client_db;
CREATE TABLE IF NOT EXISTS public.users ( id uuid NOT NULL, name character varying(255) NOT NULL, email_id character varying(255) NOT NULL, status boolean DEFAULT false, CONSTRAINT users_pkey PRIMARY KEY (id));
INSERT INTO public.users(id, name, email_id) VALUES ('3a79173b-7357-4fde-af46-1851ab7c908a', 'Om Sharma', 'om.sharma@outlook.in'), ('3a79173b-7357-4fde-af46-1851ab7c908b', 'Mahendra Sharma', 'mahendra.sharma@outlook.in');
```

![cross-database-association_1.webp](https://backend.habilelabs.io/uploads/cross_database_association_1_aedc57fdba.webp)


```
CREATE DATABASE master_db;
CREATE TABLE IF NOT EXISTS public.user_licenses( id uuid NOT NULL, count integer DEFAULT 0, user_iduuid, expiration_date timestamp with time zone, status boolean DEFAULT false, CONSTRAINT user_licenses_pkey PRIMARY KEY (id));
INSERT INTO public.user_licenses(id, count, user_id) VALUES ('4062fb3d-794a-4590-ac9a-9d15f8b0ee12', 10,'3a79173b-7357-4fde-af46-1851ab7c908a'), ('4062fb3d-794a-4590-ac9a-9d15f8b0ee13',4,'3a79173b-7357-4fde-af46-1851ab7c908b');
```

![cross-database-association_2.webp](https://backend.habilelabs.io/uploads/cross_database_association_2_96812e6c62.webp)

Now, we need to configure and connect the master database with the child database using postgres_fdw extension.


```
CREATE EXTENSION postgres_fdw;
CREATE SERVER fdw_server FOREIGN DATA WRAPPER postgres_fdw OPTIONS (host 'localhost', dbname 'master_db', port '5432');
CREATE USER MAPPING FOR postgres SERVER fdw_server OPTIONS (user 'postgres', password 'postgres'); IMPORT FOREIGN SCHEMA public FROM SERVER fdw_server INTO public;
```

Now we are done with configurations, you can verify the changes by running this query-

![cross-database-association_3.webp](https://backend.habilelabs.io/uploads/cross_database_association_3_9257e889d6.webp)

You can also try some other queries to verify connections-

- Query from local table
- Select * from users
- Query from foreign table
- Select * from user_licenses
- apply joins b/w local and remote tables
- Select * from users join “user_licenses” on users.id = user_licenses.user_id


And this was how we were able to deal with this challenge.

For more details, you can check this [demo git repository](https://github.com/om-prakash-sharma/cross-database-sequelize).


Thanks for reading.😊 Hope you found the blog insightful. And if you did, don’t forget to hit some claps.😃

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Cross-Database Association in Postgres with Sequelize

Communication may be a topic that is hard to master, but having the ability to [channelize your feelings](https://habilelabs.io/blog/emotions-at-workplace-how-to-deal-with-them) can facilitate you to connect while having a conversation.

>It’s not always about speaking out loud your thoughts and opinions, but sometimes, it’s just about being there to hear out the other person and offering your silent support.

Don’t try to solve or judge their issues, just being there and allowing them to know you care is all it takes.

#### In the queue, here are some tips to master the art of effective communication:


## - Be Real!


The best way to start your communication is, to be honest and genuine while articulating your thoughts. If you’re frustrated, say so, if you’re not really in the mood to talk, then again, SAY SO.

Having the ability to articulate your thoughts and feelings may be an enormous step in getting good communication with others. If you don’t want to speak about a couple of subjects, say “I don’t want to speak about that” to let the opposite person know where you stand.

Little children are great at this, as they need not learn all the social nuances of a way to hide their feelings and be deceptive in their communication.

We could all use a visit back to being a baby when understanding a way to communicate more honestly.

## - Listen Well!

![how-to-improve-your-communication-skills-effective-tips – 1.jpg](https://backend.habilelabs.io/uploads/how_to_improve_your_communication_skills_effective_tips_1_e6c644cb25.jpg)


Most folks do more talking than listening. What is it that makes us this concerned about what we are about to say than what the opposite person is saying to us?

Take the time to actually hear what people are saying, by their words, tone, and visual communication. If they know you’re really paying attention to them, they’ll be more open and trust you with their real thoughts and feelings.

>The more you actually listen, the more they’ll open up, the more you actually listen, the more they’re going to open up… and the cycle goes on.

Ask questions about what they’re saying to encourage them to open up more.

## - Check your Tone and Gestures!


![how-to-improve-your-communication-skills-effective-tips – 2.jpg](https://backend.habilelabs.io/uploads/how_to_improve_your_communication_skills_effective_tips_2_ae3c4d5805.jpg)


Your body language matters more than your words. And thus, watch your tone and gestures before you are speaking.

Is your tone harsh? Does your face reveal your disgust when some other person is talking? Do your gestures reveal that you are not interested in talking?

Your visual communication says more about your feelings and thoughts than your actual words, so keep that in mind whenever you find yourself conversing with someone.

Check your visual communication to make sure it’s keeping up with your words.

## - Don’t Give Unwanted Advice!


Do you know anyone who likes to offer advice without even asking for it? Most unwanted advice is simply that — unwanted.

Wait until somebody asks for advice and then only give your suggestion. If they don’t enkindle your advice, don’t provide it to them. Giving unwanted advice causes you to look like a know-it-all, which doesn’t really help you getting anywhere with your relationships.

Sometimes the person just wants you to hear them out rather than trying to solve the problems.

That’s the most effective way to get along. If you’re respectful of their needs, there might come a day when they actually ask for your opinion.

## - It’s Not About You!


Communication can never be about you or a single entity, it is always a two-way street, and we must remember to respect the other person’s feelings as important as our own.

Sometimes it’s hard to grasp, but we should definitely take care of continuing the give and take process.

To own a perfect communication, there has to be honesty going both ways and a decent understanding of what’s being said. Asking clear questions and letting the opposite person know you’re listening are great ways to boost communication.

## Summary


How should we communicate to build good relationships, whether within the [workplace](https://habilelabs.io/blog/socializing-at-workplace-how-to-make-yourself-visible-at-work) or at home, is something that is hard to master?

Try these tips to make your conversations more fulfilling, which will definitely help you to nurture your relationships. You would be wonderfully surprised at how simple it really is to speak and connect with others.

Thanks for reading!!😊

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