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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.

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