DEV Community: Kamal J Barman

Meet JayT: The Digital Twin Hiring Managers Need

Kamal J Barman — Tue, 19 May 2026 13:50:00 +0000

Meet JayT, the autonomous AI hiring agent by JobTwine that conducts structured interviews 24/7 with dynamic probing, fraud detection, ATS integrations, and real-time candidate evaluation at scale.

Hiring is broken.

The volume of candidates has outpaced the number of hours in a working day. A recruiter can hold five, maybe six, quality interviews before fatigue sets in. Meanwhile, hundreds of candidates sit in a queue, waiting.

JayT changes this equation.

JayT is an autonomous AI hiring agent built by JobTwine. It is a digital clone of a recruiter — one that conducts full, structured, two-way interviews with candidates at any hour, in any time zone, without breaks.

What JayT Does in an Interview

JayT appears as a Human Avatar — a realistic digital persona with human-like micro-expressions and body language. Candidates are not staring at a loading screen or answering static questionnaires. They are in a conversation with a presence that feels deliberate and engaged.

For companies that want something different, JayT supports four presentation modes:

Human Avatar
Custom Avatar tailored to your brand
Animated Avatar for a stylized experience
Plain Voice Agent for phone-based interviews

The technology adapts to your hiring process — not the other way around.

Inside the interview, JayT uses a Smart Playbook Builder — a no-code tool that allows hiring managers to design structured interview flows and competency-based question sets without writing code.

What truly separates JayT from traditional AI screening tools is what happens after a candidate answers.

JayT listens and processes responses in real time. It asks contextual follow-up questions based on what the candidate actually said — not from a fixed script.

That capability is called Dynamic Probing, and it is the difference between an interview and a form.

Core Features

Dynamic Probing

Real-time follow-up questions that dive deeper into candidate skills based on actual responses.

Skill-Based Scoring

Competency evaluation that goes beyond keyword matching to assess job-relevant abilities.

24/7 Availability

Global talent interviewed across every time zone without scheduling bottlenecks or recruiter fatigue.

Auto-Debrief Reports

Instant interview summaries and detailed evaluation reports generated immediately after every session.

The Integration Problem Is Already Solved

The biggest fear with any new hiring tool is always the same:

“Will it work with what we already use?”

With JayT, the answer is yes.

JayT offers native ATS integrations with platforms like:

Greenhouse
Lever

Every note, transcript, and interview data point syncs automatically into your existing systems. No manual copy-pasting. No reconciliation work at the end of the week.

Scheduling works the same way.

JayT integrates with:

Google Calendar
Microsoft Teams

Candidates book slots, interviews run automatically, and debrief reports are ready before recruiters even open their laptops.

The result?

Auto-Debrief Reports reduce administrative overhead by 90%.

Recruiters who once spent afternoons writing summaries can now focus on decisions that require human judgment — final interviews, offer conversations, and candidate experience.

Fraud Detection That Runs Quietly in the Background

As AI tools became mainstream, hiring teams began worrying about candidates using them to game interviews.

JayT addresses this directly.

During every session, JayT performs real-time integrity monitoring, including:

Detection of LLM-assisted responses
Tab-switch tracking
Voice modulation detection
Gaze-pattern monitoring

These checks run silently in the background without disrupting the candidate experience.

Hiring teams receive a complete integrity report alongside skill assessments, helping ensure the person who aced the interview is the same person who will show up on day one.

On the enterprise side, JayT is:

ISO 27001 certified
SOC 2 certified

Because for organizations handling sensitive hiring data globally, security is not optional.

What 42 Days Costs You

The average time-to-offer in high-volume hiring is 42 days.

Every day inside that window is another day top candidates are speaking with competitors.

JayT compresses that timeline to 8 days for high-volume roles.

How?

Interviews begin within hours of application
Debrief reports are generated instantly
Scheduling friction disappears
Hiring processes run in parallel instead of sequentially

The cost impact is equally significant.

A 90% reduction in cost-per-hire is not a marginal improvement — it fundamentally changes hiring economics for organizations scaling aggressively.

“Candidates who go through a JayT interview rate the experience 4.8 out of 5. That number comes from consistency, respect for time, and the absence of the awkward silences that plague human-led screening calls.”

— Vikrant Mahajan, Founder & CEO, JobTwine

Why Candidates Prefer This Experience

There is an assumption in hiring that candidates always prefer talking to humans.

But what candidates actually want is:

A fair opportunity
A clear process
Respect for their time

JayT delivers all three.

Every candidate receives the same structured interview experience. Nobody gets a distracted recruiter multitasking during a screening call. Nobody is penalized for interviewing late at night because that was the only quiet hour available.

Consistency creates fairness — and fairness builds trust.

The future of candidate experience is not more human touchpoints.

It is better ones, placed where they matter most, while AI handles the repetitive volume in between.

Case Study Spotlight

A leading Property Tech Unicorn integrated JayT into its hiring process and achieved:

93% of interviews completed within 24 hours
$150,000+ saved in technical labor costs
Time-to-offer reduced from 30 days to 7 days

By automating interview logistics and first-round evaluations, the company dramatically accelerated hiring while reducing operational costs.

Who JayT Is Built For

JayT is designed for organizations hiring at scale — companies that cannot afford the two biggest failures in high-volume recruiting:

Missing great candidates because the process is too slow
Making poor hires because the process lacks depth

It is built for talent teams expected to do more with fewer resources.

And it is built for hiring managers who want structured, competency-based candidate insights before final-round interviews — not recruiter intuition summarized in three bullet points.

JayT plugs into the tools teams already use, runs the interviews they already want, and delivers the hiring intelligence they already need.

Just faster, smarter, and without the ceiling.

How to Build Cross Platform Mobile Apps In 2023

Kamal J Barman — Wed, 29 Mar 2023 12:43:40 +0000

In this blog post, you will find clear and confident instructions for building cross-platform mobile apps that run smoothly on both iOS and Android devices. We'll explore popular and effective tools and frameworks to help you kickstart your development journey.

Mobile devices have become a crucial aspect of our daily lives, and businesses have realized the significance of developing a mobile app to increase their outreach to customers. However, creating an app for each platform can be costly and time-consuming.
Cross-platform mobile app development is an effective solution to this challenge. In this blog, we will discuss how to build a cross-platform mobile app, providing you with the confidence needed to take on this task with ease.

Difference Between Native and Cross-platform App Development

Native app development requires creating a separate app for each platform, such as iOS or Android. It involves expertise in platform-specific programming languages, tools, and software development kits (SDKs). That means a single application has to be built twice.

On the other hand, cross-platform app development streamlines the process by allowing developers to write a single codebase that can run on multiple platforms. By using frameworks that enable developers to create apps using common languages like HTML, CSS, and JavaScript, cross-platform development can be more efficient than native development.

Benefits of Cross-platform Mobile App Development

Cross-platform mobile app development has numerous advantages over native app development:
It offers a cost-effective and time-efficient approach to producing mobile apps for multiple platforms
Using cross-platform development, enterprises can expand their reach and enhance customer engagement
Cross-platform development reduces development costs
It enables simpler maintenance and updates
Developers can make changes to a single codebase instead of updating separate codebases for each platform.

To take advantage of these benefits, you need to follow the correct development cycle. These steps will help you learn how to do it.

Key Steps to Follow While Building Cross-platform Mobile Apps

Define the idea and purpose of the app

Identify the target audience and their needs.
Determine the app's features and functionality.
Analyze competitors' apps to identify unique selling points (USPs).

Choose a cross-platform development framework

Research and compare popular frameworks such as React Native, Xamarin, Flutter, and Ionic.
Evaluate each framework based on language, performance, community support, and ease of use. Select a framework that meets the project requirements.

Pick a programming language

Determine the programming language based on the selected framework.
Consider factors like familiarity, readability, and maintainability.
Select a language like Dart, Javascript that supports the required features and provides adequate support.

Design the user interface

Create a wireframe or prototype of the app's interface.
Ensure that the interface is user-friendly and intuitive.
Test the interface with users and gather feedback.

Develop and test the app

Write code based on the design and features.
Test the app using emulators, simulators, or physical devices.
Debug and fix any issues identified during testing.

Following these steps, you can confidently create a successful cross-platform mobile app that perfectly meets your business needs. Remember to thoroughly test and iterate the app based on user feedback to enhance its performance and functionality continually.

Industry Leading Frameworks for Cross-platform Development

There are several highly regarded, code-based, cross-platform development frameworks available. This includes React Native, Xamarin, Flutter, and Ionic.

React Native is a popular framework that allows for developing mobile apps for both iOS and Android platforms.
Xamarin utilizes the .NET framework and enables coding in C#.
Flutter, Google's open-source framework, uses the Dart programming language.
Ionic frequently uses web technologies like HTML, CSS, and JavaScript.

Challenges

Cross-platform mobile app development offers several benefits, but it also presents its own set of challenges. The biggest challenge is ensuring the optimal performance of the app across all platforms.

Also, since cross-platform development uses a single codebase, developers must ensure flawless functionality across different devices and operating systems. Furthermore, cross-platform development may only support some of the features available on each platform.

Conclusion

Cross-platform mobile app development is presently the best solution for businesses that want to create a mobile app for multiple platforms. It offers numerous benefits over native app development, such as cost-effectiveness, time efficiency, and easier maintenance.

The method does have certain hiccups, but by following the steps outlined in this blog, businesses can create a successful cross-platform mobile app that meets their needs precisely.

Do you want to create an app without spending a lot of money? GeekyAnts can help, Outlook India has ranked GeekyAnts as the best mobile app development company in 2023. Our talented developers will work with you to create a great app that meets your needs. Get in touch with us today to get started!

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How Chatbots Are Revolutionizing The Way Businesses Interact With Customers

Kamal J Barman — Tue, 02 Aug 2022 12:38:55 +0000

Businesses have increasingly been using Chatbots to simulate human conversation. Here is the complete guide to help you know all about Chatbots.

What Is A Chatbot?
Before we delve into the ways that chatbots are revolutionizing business, it's important to make sure you understand what a chatbot is.

A chatbot is a piece of software that is capable of having a conversation with humans in a way that simulates human interaction. Chatbots are able to understand what a person is saying to them and can respond using pre-programmed responses. These interactions between businesses and customers through a chatbot are known as "conversational commerce."
**
Bots are everywhere, and their influence will only continue to grow.**
Did you know that there are two main types of chatbots? The first is the kind you can use on your own website, which can be as simple or as sophisticated as you want. The other kind is called a "conversational assistant," like the ones used by Amazon, Google, and Apple (Siri). These conversational assistants are embedded in certain devices but can also be accessed via other platforms such as Facebook Messenger.

chatbots for businesses
Where Are Chatbots Used?
Chatbots are all around you. You might not even realize it, but we're willing to guess that at least one of your friends has chatted with a bot in the last two weeks. Chatbots are used for customer service, e-commerce, healthcare, travel, recruitment, and entertainment.

They’re being used by banks to speed up financial transactions and by retailers to make shopping experiences more personalized. And people everywhere are using them for food and beverage purchases—like when you quickly order a coffee from Starbucks without ever leaving the Messenger app on your phone.

How Do Chatbots Work?
Chatbots are actually powered by Artificial Intelligence. They use two forms of AI: machine learning (ML) and natural language processing (NLP). Machine learning is the process by which a computer learns from experience, just like humans do. With machine learning, a chatbot can become smarter over time as it receives more input from users. Natural language processing teaches computers how to understand and respond to questions that were posed in human language.

Chatbots are trained to understand the intent behind a user's question or request—meaning they can understand and respond to queries in natural language rather than just pre-programmed commands. The system trains the bot using a series of sample interactions between human users and bots. This will help the system to improve its understanding of those conservations and better serve your customers.

Also, chatbots give organizations the ability to deploy them on multiple channels without having to redesign them based on each platform’s different rules and specifications. They're also able to integrate with other systems so they can pass information back and forth between your business's various databases.

chatbots changing how businesses interact with customers

Role of a Chatbot in Enhancing Customer Experience?

Personalized experience
A chatbot allows you to personalize your customer experience. You can customize it to access the customer's name and greet them by name, making them feel like a valued customer. You can also use information that you know from previous interactions with that customer to provide more personalized experiences, such as knowledge of the bestseller products for that particular customer or their preferred language. A good chatbot will even allow you to set up special messages and experiences based on where the customer is in their journey through your website.

Chatbot data can be used to personalize the experience for each customer. For example, if customers are searching for a particular product, you could use their purchase history to recommend similar products they might like based on what they’ve bought in the past. You could also send customized messages and offers based on personal details such as their birthday or location. This helps create a better experience for customers by showing that you care about them as individuals rather than just targeting them with generic information and offers.

Support customers 24 hours a day
There's also a solid business case for having a chatbot handle some customer service functions. With a chatbot handling certain customer inquiries, there’s no need to hire expensive customer support staff. Instead of worrying about staffing call centers and phone banks round the clock (or even in different countries), you can have your chatbots work 24/7 to provide support and answer questions for your customers.

chatbots revolutionizing business interaction

Handle multiple customers simultaneously

Chatbots are able to handle multiple customers at once, allowing you to serve customers effectively and efficiently. If a customer is willing to wait for a reply, it can be helpful in some situations, but this is not always the case. In fact, if your business is seeing high volumes of incoming requests and no one is available to answer them all, it could cause users to have a bad experience with your company.

Imagine a standard contact center where only five agents are available to take calls from 1000 different customers simultaneously. This would not be an efficient way for the agents or customers to spend their time. However, by improving efficiency with technology like chatbots that work around the clock without needing any assistance or breaks, you can serve hundreds or thousands of people at once instead of only five callers per agent per hour!

Schedule appointment reminders and follow-ups
The chatbot can aid you in regular tasks such as reminders and follow-ups, tasks that could be eating into your time. It is a lot more efficient to have an automated system send reminders rather than you having to sit down and write them out yourself. You can't forget to do it either, and the chatbot will do it daily or weekly, depending on your preferences.

Follow-ups are just as easy. Let's say you've seen a customer before, and they call up again. Rather than leaving it up to memory, a chatbot can instantly provide you with this information by simply asking for their name! It saves everyone time and helps make sure that no one is forgotten about.

Provides convenience and saves time for you and your customers
Chatbots can answer a variety of customer questions, including basic troubleshooting, shipping info, and product details. This means that customers will receive answers more quickly than they would through traditional channels. If a customer has questions about your organization or its products and services, he/she can easily find answers from multiple sources—without any wait time.

Conclusion
Chatbots have helped businesses from all industries interact with customers efficiently. The benefits of using this communication channel can transform the customer experience for any organization. It can help enhance customer engagement and also makes them feel empowered. It also allows businesses to be where the customers are. So, why wait? Grab the opportunity of integrating a chatbot to speed up your business process.

Article source- https://geekyants.com/blog/how-chatbots-are-revolutionizing-the-way-businesses-interact-with-customers/

Is React Native Still Relevant In 2022?

Kamal J Barman — Tue, 02 Aug 2022 12:26:09 +0000

Technologies change every day and being a leading web and mobile app development company, we strive to employ the relevant and latest technology to be able to provide our clients with dynamic apps. Let's discuss how React Native is performing in 2022.

Introduction

The demand for cross-platform app development is increasing as we speak. The reasons behind this are well-founded in facts. Cross-platform apps not only reduce the costs and time of development but also prove to be the right tool to reach a larger audience compared to being present on just one platform. Amongst the other technologies, React Native has time and again proved its mettle when it comes to building robust cross-platform apps. It is also popular among developers as it allows for building apps with less code.
But, due to the rise of other frameworks, experts once again face the challenge of speculating React Native’s relevance and future in the coming times. In this article, we will analyze whether React Native is still a safe bet for developers.
Let’s begin.

What is React Native?

To start with, React Native is the open-source UI development framework that allows developers to build applications for Android, Android TV, iOS, macOS, tvOS, Web, Windows, and UWP using React framework along with native platform capabilities. It allows the same code to be reused to run on different platforms with minimal changes. This speeds up and enhances the efficiency of the development process.

What’s the latest in React Native?

Ever since its introduction, React Native has seen numerous updates and revisions that have only added to its robustness and reduced its API surface area to make it more lightweight. It is holding its position in cross-platform app development as always. A majority of tech giants use it for developing their apps.

The state of React Native app development in 2022 is backed by support tools added in the previous and current year and subsequent releases. They make it better for developers and businesses simultaneously. One of the most recent and pivotal changes that we saw lately was the update in its architecture.

React Native 0.69 just got announced with powerful new features such as React 18 support and bundled Hermes. It comes with React 18 enabled by default, new hooks such as useId, and new features such as useTransition or full Suspense support.
Earlier versions of React Native and Hermes came separately. This always raised confusion in identifying which version of React Native is compatible with which version of Hermes. React Native 0.69 comes with a compatible version of Hermes to address this issue and provide developers with a more streamlined and stable use of Hermes.

How does React Native work?

In older versions, the basic component of React Native used to be the Bridge. It is used to control all the communication between JavaScript and native components and vice versa. The bridge translates JavaScript code into platform-specific components. Although these async calls used to occur apart from the main thread, having multiple threads and large amounts of data could result in delays.

For example, when a user presses a button, the case is translated into an event for the JavaScript to understand. The bridge translates native events for React components to understand by communicating with native platforms and JavaScript code. This is an asynchronous way of relaying information.

However, the new architecture removes the need for a bridge. Instead of passing data over the bridge in an asynchronous manner, developers will have reference to C++ host objects, which can be called directly and get the response back synchronously. This is quite similar to how we get node references in ReactJS and perform actions on them.

What are the alternatives to React Native in 2022?

Although the architecture of React Native allows for code reusability, live-to reloads, third-party plugins, cost-efficiency, and a lot more, there are other frameworks that challenge its authority.

The top alternatives to React Native include:

Flutter

Flutter, just like React Native, is a cross-platform framework for developing striking user interfaces. The primary reasons why the Flutter community is gaining popularity every day remain the look and feel of the Flutter widgets for app creation and the absence of bridging required in the case of JavaScript. Since Flutter uses Dart as the programming language, the lack of bridging enhances its performance.

Xamarin

Xamarin is owned by Microsoft and uses .net and C# for cross-platform app development. It allows you to create an iPhone app on Windows and compile it on Mac. Only the build is platform-dependent. The look and feel of the app built using this will be completely native. The growing community and support available also make Xamarin a worthy opponent for React Native.

Nativescript

Nativescript uses JavaScript, Angular, VueJS, and TypeScript as the base languages for creating cross-platform apps. The reasons to choose Nativescipt over React Native might include the availability of hundreds of verified plugins and the ability to deliver fairly performance using web programming languages.

Is React Native still being used for native mobile app development?

Contrary to the belief that React Native is becoming obsolete, market trends indicate it is still being used for native mobile app development. As much as industry leaders like to invest in cross-platform apps, native apps still make a large chunk of the market share. React Native reduces the development cost and time for some components of a native app.

What is the future of React Native cross-platform development?

Experts predict that React Native will be relevant in future cross-platform app development. The reasons that support this speculation are as follows:
**
Backed by JavaScript**

JavaScript is one of the most popular programming languages. React Native builds on this language, allowing developers to easily understand and create advanced applications. Even when clients need to switch to React Native from other platforms for mobile app development, the learning curve for javascript is not that steep for new developers.

Large community

Developers also prefer using this framework because of the large community where they can connect and find solutions to problems. There are constant upgrades and changes to help provide the support required. A community-driven approach to building agile apps is more preferred and sustainable than depending on other technologies such as Dart, with relatively smaller community support.

Third-party plugins

Building an app from scratch can be an expensive affair. Therefore, React Native offers a range of third-party plugins that help developers build apps, including JavaScript-based and native modules. These plugins help enhance the performance of an app by eradicating the need for certain web view functions.

Live reload

React Native's live reload capability enables you to interact with updates in real-time. While the app is loading, you can make code changes that will automatically cause a refresh of the app. To speed up the compilation, you can also reload a specific area of change.

Cost efficiency

Reusability of code also brings about reductions in the cost of app development. There is no need to hire more developers in different teams based on the platform. Also, the pre-built components further speed up the development process and reduce the project timeline.

Conclusion:

These were a few of the eminent qualities that, we believe, justify React Native’s ability to withstand competition from other technologies for a long time. Being a leading cross-platform app & Blockchain development company, GeekyAnts has been and will be utilizing the sturdy and ever-evolving framework of React Native for the foreseeable future. Our expert developers are well-versed in building React Native apps that help cater to client requirements and reach larger audiences.

Article Source-
https://geekyants.com/blog/is-react-native-still-relevant-in-2022/