Rishee Panchal

@rushedcomet

Learning AI by building, breaking, and learning again.

Mumbai, IndiaJoined May 2025

About

I’m a computer science student exploring AI and machine learning through hands-on projects and critical thinking. My work spans from experimenting with LLMs and transformers to building practical AI tools. I believe in learning by doing, questioning assumptions, and sharing insights along the way.

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Rishee Panchal's blogs

My LangGraph journeymy-langgraph-journey.hashnode.dev2 posts

Machine Learning for Beginner'smachine-learning-for-beginners.hashnode.dev1 post

GenerativeAIgenai-rag.hashnode.dev1 post

open-source-mlopen-source-ml.hashnode.dev1 post

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Recently published

RPRishee Panchalopen-source-ml.hashnode.devOct 2, 2025 · 4 min read

How I Launched a Beginner-Friendly ML Preprocessing Package on PyPI

As a machine learning enthusiast, I’ve always been fascinated by open-source projects and the idea of contributing something meaningful to the community. Recently, I tried to work on a project and publish it as a package. The result? ml-explain-prepr...

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RPRishee Panchalgenai-rag.hashnode.devJul 18, 2025 · 12 min read

How I Developed a Custom RAG Instead of Using LangChain

Introduction If you're reading this, you probably know what LangChain is, right? We all recognize it's a great tool for creating RAG pipelines and multi-AI agents. However, after working on multiple projects using LangChain and LangGraphs, I realized...

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RPRishee Panchalmy-langgraph-journey.hashnode.devJun 12, 2025 · 10 min read

How LangGraph Transformed My Coding Journey from Hello World to AI Assistants

“Do I really need another abstraction layer on top of LangChain?”That was my first thought when I stumbled across LangGraph. It sounded like yet another library with a fancy name. But curiosity got the better of me. I installed it, opened up a Jupyte...

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RPRishee Panchalmachine-learning-for-beginners.hashnode.devJun 3, 2025 · 5 min read

Hands on Machine Learning — A Beginner's Guide (2025–2026)

Introduction Before we dive into learning Machine Learning (ML), let’s answer a fundamental question: What exactly is ML, and why should you learn it in 2025? At its core, Machine Learning is a subset of Artificial Intelligence that allows systems to...

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RPRishee Panchalmy-langgraph-journey.hashnode.devJun 1, 2025 · 3 min read

Graphs Over Chains: My First Steps with LangGraph (Part - 1)

Introduction I've just started learning LangGraph, and I’m excited to document my journey here on this blog. My goal is to explore what LangGraph can do, understand its concepts, and share the insights I gain along the way. So, what exactly is LangGr...

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Rishee Panchal

About

Available for

Rishee Panchal's blogs

Recently published

How I Launched a Beginner-Friendly ML Preprocessing Package on PyPI

How I Developed a Custom RAG Instead of Using LangChain

How LangGraph Transformed My Coding Journey from Hello World to AI Assistants

Hands on Machine Learning — A Beginner's Guide (2025–2026)

Graphs Over Chains: My First Steps with LangGraph (Part - 1)

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Rishee Panchal

About

Available for

Rishee Panchal's blogs

Recently published

How I Launched a Beginner-Friendly ML Preprocessing Package on PyPI

How I Developed a Custom RAG Instead of Using LangChain

How LangGraph Transformed My Coding Journey from Hello World to AI Assistants

Hands on Machine Learning — A Beginner's Guide (2025–2026)

Graphs Over Chains: My First Steps with LangGraph (Part - 1)