What I'm most interested in is the intersection of two ideas: that generative AI is finally good enough to be the interface to complex systems, and that most companies haven't yet figured out how to deploy it safely, reliably, and economically. That's where I work — building RAG pipelines, multi-agent orchestrations, voice agents, and the integration layers that connect them to the messy realities of production systems.

Outside of paid work, I co-founded Josh AI with my partner in India. We've built it from zero into a platform that's currently in POC with Uber and Zomato in India and a pilot with Innoworq, with a Pakistan-market rebrand operating as Smart Hire AI. It's the most complete expression of what I believe modern AI products should be: opinionated, deeply integrated, voice-first where it matters, and engineered to handle the long tail of real-world inputs.

I've represented Pakistan at the Microsoft Imagine Cup as a global semifinalist (the only Asian team to qualify from a field of 20,000+), ranked #1 in Pakistan and #31 globally in the Meta Hacker Cup, and finalled at the Google Gemma AI Hackathon in London. Competition has been a useful forcing function — it teaches you to ship under pressure and to build with conviction when there's no time to second-guess.

I'm currently exploring senior AI engineering and founding-engineer roles with teams shipping production LLM systems. If that's you, I'd love to talk.