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Umesh-369/README.md

Hi there, I'm Umesh πŸ‘‹

I don't just learn AI β€” I build with it. Whether it's an agent with real shell access to a user's machine or a RAG pipeline that cuts through document clutter, I care about systems that actually work outside a notebook.

Umesh's neofetch-style profile


πŸ› οΈ Tech Stack

Programming: Python Java JavaScript TypeScript SQL

Core CS: Data Structures Β· Algorithms Β· OOP Β· DBMS

AI / GenAI: LangChain Gemini FAISS Β· Ollama OpenCV

Libraries: Pandas NumPy scikit-learn Matplotlib Β· Seaborn

Frameworks & Runtimes: React Flask FastAPI Node.js Express Electron

Tools & Platforms: Git GitHub MongoDB Firebase Google Colab VS Code


πŸš€ Projects

Project Stack Description
WayBig
Jul 2026
Electron, React, TypeScript, Node.js, Gemini API Cross-platform desktop AI agent with an autonomous Gemini function-calling loop giving direct file system & shell access. Safety-first architecture with human-in-the-loop confirmation gates, diff previews, and audit logging for destructive actions.
NeuroNotes
Mar 2026
RAG, LangGraph, Gemini API, FAISS/ChromaDB Full-stack AI notebook platform using RAG for context-aware querying across documents β€” improved response relevance, reduced hallucinations. LangGraph-based agent for multi-turn conversational interactions.
InterviewAI
Apr 2026
Python, FastAPI, Ollama (Llama 3.2), pdfplumber Fully local AI-powered technical interview simulator generating resume-aware questions via Llama 3.2 (3B) β€” zero cloud APIs, zero data leaks. FastAPI backend with session management, PDF parsing, and post-interview hire/no-hire reports.

πŸ’Ό Experience

Summer Intern β€” VLED Lab, IIT Ropar Β· May 2026 – Jul 2026 Contributing to open-source projects involving AI and the MERN stack.

AI-ML Virtual Intern β€” EduSkills (AICTE – National Internship Portal) Β· Apr 2026 – Jun 2026 Completed an 8-week AICTE-recognized virtual internship in AI & ML, supported by Google for Developers under the India Edu Program. Hands-on experience in model development, data analysis, and generative AI tools.


πŸ† Activities & Awards

  • β˜• NPTEL Elite Gold β€” Programming in Java (IIT Kharagpur), 95% consolidated score, Top 5% nationwide
  • πŸ“œ Microsoft & LinkedIn Certified β€” Career Essentials in Generative AI

πŸ“« Connect with me

Email LinkedIn GitHub

Pinned Loading

  1. NeuroNotes-AI-Intelligent-RAG-Notebook-Platform NeuroNotes-AI-Intelligent-RAG-Notebook-Platform Public

    CSS 1

  2. InterviewAI InterviewAI Public

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  3. FAQ-Internship-Portal FAQ-Internship-Portal Public

    TypeScript 1

  4. HeartIQ-Engine- HeartIQ-Engine- Public

    HTML 1

  5. ATS-Resume-Analyzer ATS-Resume-Analyzer Public

    HTML

  6. WAYBIG WAYBIG Public

    TypeScript 1