I like understanding things properly.

I studied mathematics at the University of Education, Lahore, and now work in AI evaluation, writing and reviewing mathematical and scientific problems.

I’m drawn to the part where an answer needs explaining: the assumption behind a result, the logic inside a program, or the step that makes something click for a learner. That is also why I teach, and why I’m building a free library of worked solutions.