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magnusinst84-sudo/README.md

Header

Typing SVG


Profile Views Β  GitHub followers Β  LeetCode


⚑ whoami

const tanmay = {
  name        : "Tanmay Nair",
  university  : "VIT Chennai β€” B.Tech CSE (2nd year)",
  rightNow    : [ "Andrew Ng's ML Specialization", "DSA: DP, monotonic stack, divide & conquer"],
  pastBuilds  : ["EduTrace", "devChart", "FoodSight AI", "Regenera Ledger", "OFFSIDE", "empath.ai"],
  motto       : "Ship it. Secure it. Understand it.",
};

🌐 Connect

LinkedIn GitHub Kaggle LeetCode


🚧 Currently Building

Project Stack What it is
πŸ›οΈ Yatra β€” A Journey Through Time (Jul 2026 – Present) React.js Β· Tailwind CSS Β· Gemini API Β· RAG Β· +10 skills AI-generated historical walkthrough app. Pick a place and an era; RAG retrieval grounds historical context, Gemini generates a 3-stop narrated walkthrough with images, served as an interactive, shareable experience. Owned the agent/backend layer, Gemini generation pipeline, and a fallback chain across image providers so a single failed call doesn't break the walkthrough. Built during OpenAI Build Week; hit >90% valid structured output across real test batches.
πŸ› FoodSight AI Python Β· TensorFlow Β· MobileNetV3 (β†’ FastAPI, Docker, Next.js planned) 100-class Indian food classifier. Self-published 55K-image dataset, 85.21% top-1 accuracy. Originally a team academic project, now being solo-scaled toward a production build: migrating Flask β†’ FastAPI, containerizing with Docker, then decoupling into a Next.js/Vercel frontend against a hosted API, ahead of a planned React Native mobile client.

πŸ”₯ Shipped Projects

Project Stack What it is
🧠 EduTrace React · FastAPI · Gemini API · Firebase · Firestore AI-powered adaptive learning path agent. 3-turn diagnostic infers your level, generates a RAG-grounded week-by-week roadmap from roadmap.sh data, then teaches you via stateful conversation with stuck mode, teaching modes, quizzes, and PDF export.
πŸ“‹ devChart Next.js 14 Β· TypeScript Β· MongoDB Β· Firebase Auth Neobrutalist, full-stack Kanban board for dev teams. Drag-and-drop status tracking persisted in real time, full audit-trail logging, and isolated "Rooms" with secure entry keys so team leads can oversee multiple projects from one hub.
⚽ OFFSIDE Next.js Β· FastAPI Β· XGBoost Β· Gemini API Β· Python AI-powered football intelligence platform for FIFA World Cup 2026. Live win probability, tactical analysis, AI commentary from 4 analyst personalities, and player DNA cards in a Bloomberg-terminal-inspired dashboard. Elo + bio differential model lifted accuracy from 49% β†’ 57.6%.
🌱 Regenera Ledger Gemini AI Β· React Β· Firebase ESG forensic auditing platform β€” greenwashing detection, Scope 3 emissions tracking. Built at hackathon.
🧠 empath.ai React · TypeScript · Flask Mental health web app with mood tracking and AI chat assistant.

βš™οΈ Tech Arsenal

Languages

Python C++ C TypeScript

AI / ML

TensorFlow Keras scikit-learn OpenCV

Web & Backend

React Next.js FastAPI Flask PostgreSQL MongoDB

Cloud & Tools

Firebase Vercel Render Git GitHub VS Code


πŸ† Trophies

Trophies


πŸ“Š GitHub Stats


πŸ“ˆ Activity Graph

Activity Graph


🐍 Contribution Snake

github contribution grid snake animation

Footer

Open to internships and collaborations.

Pinned Loading

  1. Food-SightAi Food-SightAi Public

    AI-powered Indian food classifier identifying 100+ dishes with real-time nutritional insights, calorie tracking, and portion-based scaling.

    Python

  2. Regenera-Ledger Regenera-Ledger Public

    AI-powered carbon transparency platform to verify farmer-led offset projects and match them with corporate ESG goals using Google Gemini.

    Python

  3. EduTrace EduTrace Public

    AI-powered adaptive learning path agent. 3-turn diagnostic infers your level, generates a RAG-grounded week-by-week roadmap from roadmap.sh data, then teaches you via stateful conversation with stu…

    JavaScript

  4. devChart devChart Public

    Forked from ChinmayBabu/devChart

    A collaboration tool like Trello for developers collaborating in different projects

    TypeScript

  5. OFFSIDE OFFSIDE Public

    AI Football War Room , Real-time tactical analysis, ML momentum prediction & intelligent commentary for FIFA World Cup 2026

    TypeScript

  6. Yatra Yatra Public

    AI-generated historical walkthroughs pick a place and era, get a narrated, image-illustrated tour backed by RAG + Gemini.

    Python 1 2