Email is the fastest path.
I usually reply within a day or two. I’m most interested in data engineering and retrieval for text-heavy domains — legal, policy, research, archives. Things that need to be correct and explainable as much as fast.
What to write about
Roles, contract work, or even just a question about how I’d approach a specific retrieval / pipeline problem. Graduate study, scholarship, and research conversations are welcome too. Open to all GCC markets — onsite, hybrid, or remote.
Response window
I’m in Lahore (PKT, UTC+5). Mornings are deep work, so replies tend to land late afternoon or evening your time, depending on hemisphere.