I build the whole system, not a slice of it.

I'm an AI/ML and full-stack engineer with 2+ years of experience, based in India. My work sits where machine learning meets production infrastructure: retrieval systems, LLM agents with tool calling, event-driven pipelines, and the risk and data layers that keep them honest.

I tend to own a project end to end — the data model, the backend services, the frontend and the deployment. My personal project AutoTrade Pro is a 129,000-line autonomous trading platform I designed and shipped solo: scoring the full NSE universe on a schedule, executing through a layered risk engine, with an LLM agent layer and per-symbol models underneath. At Cyber Infrastructure I was sole developer on the PixelGPT enterprise assistant, and I've delivered client and freelance builds — from the MANTOM cinematic 3D storefront to production consultancy sites — solo.