Nehal Somani

Nehal Somani

Nehal Somani has worked on applied AI projects, from NLP tools to recommendation systems, giving her a practical sense of where AI models succeed and fall short. She reads current research and experiments with new architectures rather than following headlines. Her writing demystifies AI concepts while helping practitioners understand the reasoning behind AI systems.

118 Articles

how to build ai agents
By Nehal Somani | August 12th, 2026

How To Build AI Agents From Scratch?

What if your software could not only understand what is happening around it but can also think, reason and act like a real assistant? That is exactly what AI agents are designed to do. It is not like some traditional programs that simply follow commands..

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how to become an ai engineer
By Nehal Somani | August 12th, 2026

How To Become an AI Engineer?

Artificial intelligence (AI) is reshaping businesses in different industries left and right. With AI, automation is coming to the forefront and even taking the steering wheel for the future.

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Generative AI vs LLMs
By Nehal Somani | August 12th, 2026

Generative AI vs Large Language Models (LLMs): What's the Difference?

In the world of AI these two buzzwords keep coming up: Generative AI and Large Language Models (LLMs). These are often used interchangeably, but they're not quite the same thing. Think of it like Generative AI is the larger concept, kind of like..

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RAG Tutorial
By Nehal Somani | August 12th, 2026

RAG Tutorial For Beginners

This RAG tutorial focuses on getting to the depth of this technique and learning more about LLMs. It is all about mastering LLM concepts and this article covers the steps for setting up a simple RAG model..

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What are Large Language Models
By Nehal Somani | August 12th, 2026

What are Large Language Models (LLMS)

Generative AI has been talked about a lot since ChatGPT came into the picture. Another term that has gained extreme popularity is Large Language Models (LLMs). But what are large language models and what exactly is the difference..

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What Is Google Gemini
By Nehal Somani | August 12th, 2026

What is Google Gemini?

Technology has been utilized to come up with new innovations to make lives easier, almost every single day. Inside the world of artificial intelligence, generative AI is making waves with its market being valued at about $25.86 billion in 2024 with..

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best chatgpt courses
By Nehal Somani | August 12th, 2026

Best ChatGPT Courses to Learn in 2026

Are you struggling to get a promotion or salary hikes due to the AI revolution? Well, you are not alone. Whether it is a developer, data analyst, automation expert or a content creator, AI has become a crucial part of their job role. This is where ChatGPT emerges as one of the best chatbot to help them improve their productivity, creative skills and more...

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How to Write ChatGPT Prompts
By Nehal Somani | August 12th, 2026

How to Write Effective Prompts For ChatGPT?

ChatGPT is one of the most used AI tools for everything from seeking complicated advice that you can’t take from anyone else or asking you academic questions when you don’t have a teacher around. According to Semrush, it ranks 5th after Instagram in the..

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top open source llms
By Nehal Somani | August 12th, 2026

10 Best Open Source LLMs

The current generative AI revolution would be impossible without these large language models (LLMs). These are based on transformers and are AI systems for modeling and processing human language..

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ChatGPT Atlas
By Nehal Somani | August 12th, 2026

ChatGPT Atlas: A Hands-On Guide WIth Practical Examples

Every single day, we use the internet all the time. We search for a lot of things like information, read articles, watch videos, study, shop and work. While doing all these things, we sometimes open many browser tabs and switch between apps. We copy.....

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What is Generative AI
By Nehal Somani | August 12th, 2026

What is Generative AI?

Artificial Intelligence (AI) has been revolutionizing industries, and one of the most exciting advancements in recent years is Generative AI (Gen AI). From chatbots like ChatGPT to advanced image-generation tools, Generative AI is transforming how we create content, automate tasks, and interact with technology.

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What is Langchain
By Nehal Somani | August 12th, 2026

What is Langchain?

LangChain is a framework that helps developers build applications powered by large language models (LLMs). It provides tools and build blocks that make it easier to connect an AI model like GPT-4 to other sources of data. This is important because it allows developers to create more powerful and useful AI applications...

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Variational Autoencoders
By Nehal Somani | August 12th, 2026

Variational Autoencoders (VAEs): Understand the Working

Have you ever wondered what are variational autoencoders (VAEs)? Think of them as neural networks with a creative twist. They just don’t learn to compress and reconstruct data, they also create a hidden latent space full of possibilities. VAEs blend..

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GPT-5
By Nehal Somani | August 12th, 2026

GPT-5 Explained: Discover What’s New and Exciting

It's time to forget everything you thought you knew about the AI chatbots. OpenAI did not just release an update, they just launched a complete new era. GPT 5 was launched on August 7, 2025 by OpenAI. It is the latest version of the world's most..

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cursor ai
By Nehal Somani | August 12th, 2026

Cursor AI: The Ultimate Guide to the AI-First Code Editor

Cursor AI is not just another AI tool. It is an AI-first code editor, which is built on top of Visual Studio Code. Yet, it is designed from the ground up to make software development faster, smarter and less frustrating...

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What Is ChatGPT
By Nehal Somani | August 12th, 2026

What is ChatGPT?

OpenAI first made a splash in 2022 with its image generator, DALL-E. Few months later, the progressive AI artificial intelligence company did it again with the release of its AI chatbot, ChatGPT..

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What Is Artificial Intelligence
By Nehal Somani | August 12th, 2026

What Is AI (Artificial Intelligence)?

Artificial Intelligence, more commonly referred to as AI, refers to a transformative technology. It holds the ability to revolutionize multiple facets of our lives and work.

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notebooklm
By Nehal Somani | August 12th, 2026

NotebookLM: An Ultimate Guide With Examples (2026)

Have you ever bought a journal to organize all your thoughts into it? I hope it's a yes. Similarly, the digital world is overfilled with information which keeps on adding. NoteBookLM, a generative ai based tool, is your digital space to not only store..

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Gemini 3
By Nehal Somani | August 12th, 2026

What is Gemini 3: Google's Most Powerful LLM

Google just raised the bar again with Gemini 3. Just a few hours before Google made its move, Elon Musk’s xAI released Grok 4.1. It immediately came on #1 spot on the global leaderboards, claiming the crown as the smartest AI in the world. Within 24 hours...

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types of artificial intelligence
By Nehal Somani | August 12th, 2026

Types of Artificial Intelligence (AI)

Artificial intelligence is a pretty widespread and huge field. It encompasses multiple levels and types of complexity. There are numerous current AI discoveries and advances, most of which are classified into..

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Grok 4
By Nehal Somani | August 11th, 2026

What is Grok 4?

Are you also looking for an AI that does more than just give robotic answers? In a world full of helpful yet often boring chatbots, there is one AI developed by xAI that stands out with its rebellious tone and a sharp sense of humor known..

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API Interview Questions and Answers
By Nehal Somani | August 11th, 2026

API Interview Questions and Answers

Both new tech employees and senior engineering professionals will encounter API interview questions regularly. APIs are a key component in modern software as they create connections between applications, allow mobile applications to function and allow for integrated programs to operate in today's business environment.

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What is Meta AI
By Nehal Somani | August 11th, 2026

What is Meta AI?

Have you ever been stuck in endless scrolling through social media apps and noticed a light blue circle everywhere, wondering what it is? That is Meta AI by Facebook, also known as Meta. Meta AI is an artificial intelligence assistant developed by Meta...

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What is Google AI Studio
By Nehal Somani | August 11th, 2026

What is Google AI Studio?

Today, Artificial Intelligence is largely powered by Large Language Models (LLMs). LLMs allow tools to understand, generate, summarize, and process human language conversations with the help of a transformer-based neural network..

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Grok vs ChatGPT
By Nehal Somani | August 11th, 2026

Grok vs. ChatGPT: Which AI Tools is Right For You?

Today, in the market of AI, two major game changers are rapidly reshaping the industry. On one side is OpenAI's ChatGPT which is used worldwide for its productivity and creativity. And on the other side, is Elon musk's Grok AI which is witty, bold and..

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deep learning models
By Nehal Somani | August 11th, 2026

What are Deep Learning Models?

Deep learning stands as a key technology today wherein artificial intelligence is on the rise. It is changing how machines learn, understand and interact with..

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generative ai tools
By Nehal Somani | August 11th, 2026

Top Generative AI Tools [2026]

The best generative AI tools have the potential to cater to many different professional and creative needs. Each tool offers unique features, potential drawbacks and pricing structures.

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gpt-4
By Nehal Somani | August 11th, 2026

GPT-4: Features, Capabilities, Pricing and Examples

An AI that chats just like a close friend, decodes images, writes code and explains live sports in real time. It is all possible with ChatGPT 4. OpenAI's chatbot powered by the GPT-4 and GPT-4o models. It was launched in March 2023..

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Generative AI Roadmap
By Nehal Somani | August 11th, 2026

Generative AI Roadmap To Follow in 2026

Generative AI has been buzzing all around us for the last couple of years. As per a Salesforce report, 27% Millennial's, 28% Gen X, and 29% Gen Z are actively using Generative AI tools to carry..

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best prompt engineer skills
By Nehal Somani | August 11th, 2026

Top Skills Needed to Become Prompt Engineer

Generative AI exploded almost a year ago with the launch of ChatGPT in 2022, and has snowballed into something even more massive. While people were still trying to understand artificial intelligence, the term..

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