USMAN · SOFTWARE ENGINEER

I turn ideas into
working AI.

Recorded prototype

IntentCart

From a goal to a plan.

Recorded local prototype · fictional catalog

Inside the project

Applications, research, and the work in between.Explore all 18 projects

Notes from the work.

A retrieval improvement needs a strong baseline

The backend still matters when the interface is AI

Agent memory is a system, not a larger prompt