A Singapore based full-stack product engineer with a specialization in healthcare domain
01 / InfrastructureHIPAA-compatible systems in production
02 / RegulationMedical-device certification experience
03 / ResearchPeer-reviewed medical AI co-author
Some noteworthy projects that combined engineering depth, regulated environments and complicated systems and data flows.
LinAge2 / Commercializing biological ageing clocks
Turning LinAge2, a biological aging clock developed at NUS, into a production-ready service that's deployed in clinics.
Built a platform to generate biological age reports and manage clinics, from scratch. Along with health data compliant AWS cloud infrastructure.
Better Medicine / Radiology platform
Built and maintained a web-based imaging viewer, integrated AI results into radiologists' workflows, and developed secure data-transfer infrastructure for medical deployments.
Helped certify the viewer as a medical device and co-authored peer-reviewed kidney-cancer AI research in Communications Medicine.
Pixme AI / AI model finetuning platform
Built an ai model training and image generation platform with user friendly UI/UX
The work involved building a full-stack application with a complicated end-to-end image processing and AI model training pipeline.
I work together with you to refine user requirements and achieve product clarity which I will then turn into reality.
Boundaries, data flows, cloud infrastructure, and delivery paths designed around the system's real constraints.
Interfaces, backends, infrastructure, and AI workflows carried from early specification to production operation.
Engineering experience in medical-device and sensitive health-data environments, working alongside clinical teams.
Available for selected projects / Singapore + remote