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gagan-devv/README.md

Hey, I'm Gagan Ahlawat

Backend · ML · Systems  |  B.Tech IT @ ABV-IIITM Gwalior  |  Building things I fully understand


About

I'm a second-year IT undergrad at ABV-IIITM Gwalior. I work across the stack — from backend systems and CLI tooling to deep learning research — and I don't ship what I don't understand.

Currently focused on:

  • AI systems & agentic workflows — LLM integration, RAG, MCP
  • Backend engineering — distributed systems, real-time communication, API design
  • Applied ML research — deep learning for wireless systems (MIMO, channel estimation)

Featured Projects

Project Stack What it does
CodeLink TypeScript, Node.js, Socket.io, VS Code API, React Native Human-in-the-loop AI tele-operation system — bridges a local VS Code environment with a mobile client for real-time code review and execution
UniNexus Node.js, Express, MongoDB, Redis, JWT Scalable university collaboration backend with service-controller architecture, Redis caching, and high-concurrency API handling
OllamaTUI Go, Cobra, Bubble Tea, Lip Gloss, Ollama API Concurrent terminal interface for local LLM inference — real-time streaming responses, multi-session workflows
TerraDetect Go, Expo, ONNX Runtime, MongoDB IoT + ML agriculture app — ESP32 sensor data piped into ONNX inference for soil/crop analysis
GitMesh TypeScript Open source contributor @ Linux Foundation — AI-powered Git collaboration platform, 500+ commits, 100+ stars

Research

Research Intern — Dept. of Management Studies, ABV-IIITM Gwalior (Dec 2025 – Apr 2026)

Designed and trained deep learning models for MIMO channel estimation and user localization:

  • Built CrossNet-MIMO (4.8M params, 2.4 GFLOPs) for joint multi-task optimization
  • Trained on 10,000+ samples across varying SNR conditions
  • Achieved NMSE 0.47–0.52 and 3–5× error reduction over baselines

Tech Stack

Languages

Python TypeScript Go C++ JavaScript Bash

Frameworks & Libraries

Node.js Express PyTorch React FastAPI

Tools & Platforms

Linux Docker MongoDB Redis Git


GitHub Stats

Gagan's GitHub Stats   Top Languages

GitHub Streak


Open to internships, research collaborations, and building amazing things.

Pinned Loading

  1. CodeLink CodeLink Public

    CodeLink is a human-in-the-loop AI tele-operation system for software development. It securely bridges a local VS Code environment with a zero-state mobile client, enabling full-context diff review…

    TypeScript

  2. UniNexus UniNexus Public

    TypeScript 1 2

  3. gitmesh gitmesh Public

    Forked from LF-Decentralized-Trust-labs/gitmesh

    GitMesh is an intelligent Git collaboration network that uses AI to guide contributors toward mergeable contributions while helping enterprises safely adopt and fund quality open source projects.

    TypeScript

  4. TerraDetect TerraDetect Public

    TypeScript

  5. Infotsav-25 Infotsav-25 Public

    Forked from Infotsav/Infotsav-25

    TypeScript

  6. CloudOptRL CloudOptRL Public

    Python