I'm a product manager by function but an engineer at heart — the instinct to fix and build never really goes away.

Most of my career has been in deep-tech and industrial software: additive manufacturing, lab R&D, innovation intelligence. The best things I've shipped came from spending time with power users and learning their workarounds.

Currently at Patsnap, building tools that help R&D teams navigate patents, scientific literature, and legacy data. I'm specifically interested in how AI can help scientists & engineers close the gap between what's already known and the questions they know to ask.

Fun

These days you might find me lapping the kart tracks in Klang Valley on a motorcycle or on dirt trails in Johor. Also enjoy tasting & discovering wine from various regions. Currently spending nights and weekends vibe-coding and trying out different tools, models along the way.