Ankit Negi

About

Ankit Negi

I'm a Computer Science undergrad at IIIT Chennai, currently in a dual-degree (B.Tech + M.Tech) program running 2024-2029. Most of what I build sits at the intersection of full-stack engineering and AI agent systems - orchestrating LLMs to actually do useful, structured work instead of just answering questions.

What pulls me toward this space specifically is the systems problem underneath it - getting agents to hand off work reliably, keep useful state, and recover when a step fails, rather than treating an LLM call as a black box you just hope works. TechDesk AI's contextual bandit tracker is the clearest example: instead of a fixed prompt, it's a system that measures its own replies and gets better at the job over time. That's the kind of problem I find genuinely interesting - not just calling a model, but building the infrastructure around it that makes it dependable.

Right now I'm open to internships, freelance work, and interesting collaborations - if you're building something in this space and want to talk shop or work together, reach out.

Timeline

2024

Started at IIIT Chennai

Dual-degree (B.Tech + M.Tech) in Computer Science, 2024-2029.

Feb 2026

Shipped AI Dungeon Master

Streaming AI text adventure with real-world object recognition.

Apr 2026

Shipped TechDesk AI

Multi-agent swarm for social media monitoring with human-in-the-loop review.

Jun 2026

Shipped DocIntel

Agentic RAG platform with citation-grounded answers over PDFs.

2026

Hackathons

FoodBridge (Vashisht Hackathon 3.0) and MediScan AI (Amazon Nova AI Hackathon).

Skills

Languages

PythonTypeScriptJavaScriptC++SQL

Frontend

ReactNext.jsTailwind CSSThree.js

Backend

Node.jsFastAPIExpress.jsKafka

AI / ML

LangGraphRAGMulti-Agent SystemsPrompt Engineering

Cloud & DevOps

AWSDockerVercelGit

Most used, across projects

FastAPI
2
Python
1
LangGraph
1
Kafka
1
Redis
1
Next.js
1
ChromaDB
1
Postgres
1