Production Agentic Platform
Led two engineers across three Amazon Web Services (AWS) architecture iterations, with the Lambda and Aurora Serverless iteration reducing monthly standby costs by 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 utilities POC with a parent coordinating 17 child agents, and an Azure legal intelligence POC for the same engagement monitoring 32 official sources. Built a separate insurance workflow POC in Copilot Studio.
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.
Explore the public project case studies and presentation notes.
Background
Affinidi
Solutions architecture across Affinidi's identity, credential and agentic trust products.
IntelWave AI
Partnered directly with a US client CTO to architect and operate a production agentic platform.
TeleMedC
Revived medical device development, from systems architecture through embedded integration and regulatory support.
Peasy Labs
Founded an independent venture lab validating and prototyping hardware, SaaS, and ecommerce opportunities.
Product Roles
Product management and strategy at Shopee, Rakuten Viki, Photobook Worldwide, and Enterprise Singapore.
For my full experience, see LinkedIn.
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, 3rd Place at Cactus DeepMind Hackathon, 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 and ClawCon recording.
Contact
Connect on LinkedIn for work or speaking engagements.