Product Portfolio

Selected product case studies in product strategy, UX, and systems design.

I’m Germaine Ng, an AI-focused product manager and designer, turning complex, technical problems into clear, usable products.

How I approach product work

I start with the problem, listen closely to users and stakeholders, and work with cross-functional teams to ship solutions that are both feasible and meaningful.