Production Agentic Platform
Led two engineers across three AWS architecture iterations, reducing measured standby cost by roughly 75 percent.
About me
I build AI products and systems across software, cloud, and hardware. My background spans product management, solutions architecture, and medical device engineering.
Work
Based in Singapore, I work across agentic AI, enterprise workflows, medical devices, and venture building.
Enterprise AI POCs
Deployed a legal POC covering 32 sources with all 24 evaluations passing, plus a utilities POC coordinating 17 agents with human approval.
Medical Device Engineering
Led a confidential medical device through 27 iterations to a market viable prototype across product, hardware, and software.
Product and Venture Building
Conducted more than 100 interviews, generated SGD 10,000 in a one month test, and reduced selected component costs by over 30 percent.
My systems and prototypes have covered business research, finance, payments, legal research, media generation, travel insurance, medical triage, and hardware design. Explore the public project case studies and presentation notes.
Background
IntelWave AI
Led two engineers and partnered directly with a US client CTO to architect and operate a production agentic platform across research, lead qualification, asset delivery, and attestation workflows.
TeleMedC
Revived development of a medical device across architecture, PCB design, embedded integration, procurement, documentation, and regulatory support.
Peasy Labs
Founded an independent venture lab validating and prototyping hardware, SaaS, and ecommerce opportunities through research, supplier negotiation, and product development.
Product Roles
Product management and strategy at Shopee, Rakuten Viki, Photobook Worldwide, and Enterprise Singapore across data, payments, localization, regional delivery, analytics, and commercial research.
For my full experience, see the resumes.
Community
Mentorship and Interviews
Career mentor at Nanyang Technological University and candidate interviewer for the Singapore University of Technology and Design.
Hackathon Judging
Judge for hackathons organized by Agora, Hack&Roll, Singapore Institute of Management, and TinyFish.
Recognition and Coverage
AWS AI Engineering Community Builder and member of GLG's expert network.
Hackathon results include 1st Place at Build with TRAE, Top 10 at LotusHacks, and Top 15 at Cursor x Anthropic Hackathon Malaysia.
Selected coverage: CNBC, The Business Times, and AWS Builder Center.
More public references: AI Summit Seoul speaker profile, Tech in Asia profile, and ClawCon recording.
Contact
Get in touch on LinkedIn for work or speaking engagements.