ML Engineer & Applied Researcher

Hey, I'm Ibz.

I automate with AI, train experimental models, and bridge the gap between academic research and production at scale.

Who I am

I'm a 23-year-old ML Engineer and Applied Researcher based in Pakistan, with six years of hands-on work across systems, research, and production. If you're looking for someone who understands what technology your users actually need - and just as importantly, what they don't - then hit me up.

When I'm not shipping features or closing PRs, I'm buried in research around Robotics, World Models, and Mechanistic Interpretability of LLMs.

What I'm into right now

→ Automating pharmacy logistics at weel.io

→ Experimenting with DO-VJEPA, a novel video SSL architecture

→ Building Conntrail to see where and why agents hallucinate, and fixing them in prod when they do fail

→ Looking for scholarships in the EU for my Master's