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WarriorSFG/README.md
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๐Ÿง  About Me

name:       Samarth Gupta
alias:      WarriorSFG
institute:  IIT Guwahati
degree:     B.Tech ECE + CS Minor
status:     ML Engineer Intern @ AIAXOM
clubs:      Lead โ€” Web & Game Dev, GDES Club
prev:       Intern @ STRMLY

๐Ÿ“Š GitHub Stats


๐Ÿš€ Featured Projects

๐Ÿ›ก๏ธ Orion / GoldiLocks

An 8-stage security middleware pipeline built for the Microsoft AI Unlocked 2026 hackathon. Tackles hallucinations, prompt injections, and output integrity in production AI systems โ€” architected for trustworthy, verifiable AI at scale.

AI Safety ยท Middleware ยท Python ยท Azure

โšก Momentum

An AI-enabled education platform built for students โ€” adaptive learning paths, intelligent content recommendations, and productivity tooling for academic success. Combines modern web architecture with LLM-driven personalization.

Next.js ยท Node.js ยท MongoDB ยท AI/ML

A real-time, multi-modal battery health pipeline for the Samsung Galaxy S23 Ultra โ€” fusing physics-based degradation modeling with ML regression to predict State of Health (SOH) across charge cycles with high fidelity.

Python ยท TFLite ยท Physics Modeling ยท Android

๐Ÿ’ฌ Chat Catalyst

A Chrome extension that injects context-aware AI writing assistance directly into WhatsApp Web. Powered by Google Gemini 2.5 Flash โ€” offering real-time tone tuning, reply drafting, and style adaptation without leaving the chat.

Chrome MV3 ยท Gemini API ยท JavaScript ยท Web APIs


๐Ÿ› ๏ธ Tech Stack

C# C++ Solidity MongoDB React Node.js Azure Unity Web3


๐ŸŽฎ Beyond the Code

๐Ÿ–ฅ๏ธ Local LLM Lab

Running and fine-tuning models locally on an RTX 4060 + 40GB RAM rig. Because the cloud is someone else's computer.

๐ŸŽต Grinding Playlist

Aggressive Nightcore & Phonk fuel late-night Codeforces sessions. If it doesn't have 150+ BPM, it's not a contest soundtrack.

๐Ÿธ + ๐ŸŽฌ Off-screen

Badminton to reset. High-concept psychological horror films to stay inspired. Tarkovsky, Ari Aster, and Kojima would be on the same shelf.


๐Ÿ“ˆ Activity Graph


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  1. Battery-SOH-Estimation Battery-SOH-Estimation Public

    A real-time, multi-modal pipeline for tracking and predicting the State of Health (SOH) of the Samsung Galaxy S23 Ultra battery

    Python

  2. Chat-Catalyst Chat-Catalyst Public

    Chrome extension that brings real-time, context-aware AI writing assistance directly into WhatsApp Web, powered by Google's Gemini 2.5 Flash model

    JavaScript

  3. GoldiLocks GoldiLocks Public

    Repository created for Microsoft AI Unlocked 2026. Contains source code for Phase 3 prototype of Track-5: Trustworthy AI.

    JavaScript

  4. psychic-telegram psychic-telegram Public

    Repository made for Hack & Slash - Isometric fighting game made for Kriti Game Jam 2026.

    C#