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Ishan2608/README.md

I obsess over structure — because great software should be as beautiful inside as it is outside.*


I build AI systems that actually work — systems that reason across documents, remember context, use tools, and surface the right answer at the right time. Then I write and teach about how they work under the hood, because too much of AI is treated like a black box.

Currently assisting Epidise — a personalized healthcare startup — with full-stack development and UI/UX design, while pursuing a BCA (Hons.) specializing in AI & Data Science at Graphic Era Hill University, Dehradun.

I sit at the intersection of building and explaining. Not many people are doing both.


What I'm Building

Multi-Agent systems that plan across tasks, use external tools, and maintain memory across a session. My focus right now is on architectures where agents can reason about when to delegate, not just how to execute.

Systems without shortcuts — I've built a Google Meet clone in raw JavaScript with no third-party SDK, and an AI agent from scratch rather than dropping in pre-packaged solutions. I want to understand what I'm building, all the way down.


Featured Projects

Artha — Financial AI Agent

The project I'm most proud of.

A multi-agent personal finance system. Artha uses a network of LangChain agents to answer grounded, source-backed financial questions from your documents. The agents plan, delegate, and cross-verify before responding.

I designed the entire architecture — agent roles, memory strategy, tool schema, retrieval pipeline — and built the FastAPI backend and the HTML/CSS/JS frontend using precision prompt engineering with Claude.

LangChain FastAPI Gemini RAG HTML/CSS/JS

View Repository →

NextRoom — Google Meet Clone

No SDKs. No shortcuts. Pure JavaScript.

A fully functional real-time video calling and chat platform built on WebRTC — implemented in core JavaScript without any third-party media SDK. Peer connections, signaling, media streams, and chat: all from scratch.

This was a deliberate challenge to myself: understand WebRTC deeply enough to build on top of it directly, not through an abstraction.

MERN Stack Socket.io WebRTC Core JavaScript

View Repository →

Phoenix — Goal & Habit Tracker

Built for people who think in systems.

A React Native mobile app for creating goals, habits, and tasks — and interlinking them. A goal can contain habits; a habit can spawn daily tasks. The app tracks completion, shows streaks, and surfaces patterns.

Built because most productivity apps treat goals and habits as separate. They shouldn't be.

React Native MongoDB Node.js Express

View Repository →

Epidise — Healthcare Startup Website

Frontend craftsmanship, not just a landing page.

The public-facing website for Epidise Healthcare Private Limited. Designed and built from scratch to communicate a healthcare AI startup's vision clearly and professionally.

A case study in using pure HTML, CSS, and JavaScript to build something that feels designed — not assembled.

HTML5 CSS3 JavaScript

Visit Live →


Tech Stack

AI & Machine Learning

Python TensorFlow PyTorch LangChain Scikit-Learn NumPy Pandas Matplotlib Seaborn

Web & Mobile Development

JavaScript React React Native Node.js Express FastAPI MongoDB PostgreSQL GraphQL HTML5 CSS3

Tools & Platforms

Git Jupyter Vercel Heroku Notion Canva


Writing & Teaching

I write to make technical concepts concrete — not hand-wavy.

GeeksforGeeks — Project guides and concept deep-dives on Python, JavaScript, Node.js, and full-stack development.

Medium — Long-form pieces breaking down things that most tutorials skip over.

I've also taught Computer Science and English at an NGO — which forced me to explain things at the level of first principles rather than assuming shared vocabulary. That experience shapes how I write and build.


Experience

Role Where Focus
Full Stack Engineer & UI/UX Designer Epidise Frontend development, AI integration, product design
Technical Writer GeeksforGeeks ML, Python internals, neural networks
Volunteer Teacher NGO Computer Science, English

GitHub Stats

Ishan's GitHub Stats    Top Languages

GitHub Streak


Connect

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  1. Artha Artha Public

    An AI Agent for all your Financial Analytics needs. Fetch data from news, internet, stock market, perform TA and FA all by talking to the Agent. Let it summarize the DECISION to take.

    Python 1

  2. Neural-Nets-from-NumPy Neural-Nets-from-NumPy Public

    A simple implementation of neural networks using only NumPy to show how they work at the core level.

    Python

  3. NextRoom NextRoom Public

    A complete Video Calling and Chatting Web Application made for the purpose of practicing to use WebRTC and WebSocket at core, without any SDKs or APIs. It has been built as a clone of Google Meet u…

    JavaScript 1

  4. Rooms Rooms Public

    A MERN stack application for real time chatting for sharing text messages, images, and files.

    JavaScript

  5. Google-Maps-Scrapper Google-Maps-Scrapper Public

    Scrape the Google Maps and collect data on any desired entity from any desired location. Save the data in csv files based on filtering choice - cities or states,

    Python

  6. Space_Invaders Space_Invaders Public

    A clone of famous space invaders game built using python turtle

    Python