Karachi originally. The Toronto area now.

I am a father, a Barcelona supporter, and someone who still thinks in Urdu before I write in English.

Most of my working life has been spent around large programs. Outside work I read, write and make small AI prototypes. I design the systems, controls, specifications and acceptance criteria, then use AI to implement the prototypes and verify the resulting behaviour.

I use AI the way I have always worked with technical teams. I start with the problem and write down the rules. Then I ask too many questions until it either works or clearly does not.

The writing is probably the best place to understand how I think. If you only need the career version, there is a Work page and a résumé.