Self-taught,
production-first.

I started building AI systems two years ago — not from tutorials, but from shipping things that needed to work. I'm finishing my AI & Data Science degree at Virtual University, but most of what I know came from debugging production failures at 2 a.m.

My focus is the gap between “AI demo” and “AI system.”Most LLM applications look good in a notebook and fall apart in production. I build the version that doesn't: proper retrieval pipelines, fault-tolerant agent graphs, observable backends, deployed systems with real users.

I'm based in Islamabad, Pakistan — available for freelance engagements and remote contracts. If you're building an AI-powered product and need an engineer who treats your codebase like their own, let's talk.