I build applied AI systems.

I recently worked on enterprise document intelligence and Azure AI Foundry at Keppel. Before that, I built multimodal AI systems at GovTech. Outside work, I build tools across document intelligence, healthcare, and computer vision. Recent projects include DIVA, which keeps document answers linked to their source pages, and SilverGait, a phone-camera frailty assessment for seniors.

I use this site to document what I build, what worked, and what I would change.