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Ishan2608/README.md

πŸ‘‹ Hey, I’m Ishan

πŸ’‘ AI Engineer | 🌐 Full-Stack Developer | 🧭 Educator | πŸš€ CPO @ Epidise

I design intelligent systems that combine deep learning, reasoning, and creativity.
Currently pursuing BCA (Hons.) with Specialization in Artificial Intelligence & Data Science at Graphic Era Hill University, Dehradun, while leading product and AI initiatives at Epidise β€” a startup building the next generation of personalized healthcare.


🧠 What I’m Working On

  • 🧩 Building AI Agents capable of reasoning, planning, and tool-use with memory
  • 🧠 Integrating LangChain and HuggingFace models into production-grade systems
  • 🧡 Exploring Prompt Engineering & Prompt Hacking for advanced LLM control
  • πŸ”¬ Developing TensorFlow & PyTorch pipelines for multimodal intelligence
  • βš™οΈ Architecting MERN-based AI-powered web apps with contextual understanding

βš™οΈ Tech Stack

🧠 AI & Machine Learning

Python HuggingFace NumPy Pandas Scikit-Learn TensorFlow PyTorch LangChain OpenCV

πŸ’» Web Development

HTML CSS JavaScript React React Native NodeJS Express FastAPI MongoDB PostgreSQL GraphQL

🧰 Tools & Platforms

Git Jupyter Heroku Vercel Canva Notion


πŸš€ Featured Projects

🧩 Project πŸ’¬ Description 🧰 Tech Stack
Epidise AI-driven personal wellness guide integrating knowledge graphs & contextual intelligence. Next.js, LangChain, Supabase, HuggingFace
Rooms Real-time chat and productivity platform with user-level AI support. MERN Stack, Socket.io
Shree (In Progress) Personal financial guide AI Agent combining document-based RAG, OCR, and AI reasoning. LangChain, OpenAI, Gradio
Image Analyzer Extracts dominant colors and palettes from uploaded images. Python, Flask, NumPy
Smart System Optimizer (in progress) Windows Task Manager made smarter with AI Integration Python, Gemini, LangChain

✍️ Technical Writing & Teaching

🧾 Technical Writer @ GeeksforGeeks β€” Authored deep-dives on algorithms, ML, and Python internals.
πŸ“– I run a Medium Blog simplifying tough AI concepts like the inner mechanics of neural networks and how LLMs reason, hallucinate, and learn.

🧠 No concept should feel magical β€” everything should feel intuitive.


🌟 Strengths Beyond Code

  • πŸ§‘β€πŸ« Teaching & Mentoring: Turning abstract topics into concrete understanding
  • 🎯 Prompt Engineering & Prompt Hacking: Crafting, testing & exploiting LLM behaviors
  • 🧩 Product Thinking: Translating AI capabilities into usable, human-centered products
  • πŸ“˜ Documentation & Writing: Explaining technical systems with clarity and precision

πŸ“š Experience Snapshot

Role Organization Focus
CPO & Co-Founder Epidise AI architecture, Product strategy, User experience
Technical Writer GeeksforGeeks Machine Learning, Python, Neural Networks
Teacher Volunteer at NGO Computer Science, and Basic English

πŸ“« Let’s Connect


🧩 Fun Side Note

🐞 Creating bugs since 2021 β€” but explaining them so well, they almost make sense.

Pinned Loading

  1. 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.

    Jupyter Notebook

  2. Rooms Rooms Public

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

    JavaScript

  3. Epidise Epidise Public

    Business website of my entrepreneur venture, Epidise

    HTML

  4. Smart-System-Optimizer Smart-System-Optimizer Public

    A simple mini version of Task Manager with AI assistance to guide a non-technical user through the system settings.

    Python

  5. Space_Invaders Space_Invaders Public

    A clone of famous space invaders game built using python turtle

    Python

  6. Breakout_Game Breakout_Game Public

    Clone of Breakout Game built using python turtle

    Python