Portfolio

Examples of product thinking in action.

A compact look at the kind of structured, practical work behind the brand.

AI readiness

Sabi AI

An AI readiness assessment platform concept for Nigerian SMBs, helping teams understand where AI can support operations without getting lost in hype.

Product analytics

ML-powered feature adoption and drop-off support

A decision-support tool concept for understanding where users adopt, struggle, or drop off, turning product signals into clearer prioritization.