Most systems do not need more motion. They need a clearer read on what is actually getting in the way.
That is the work I keep coming back to: find the bottleneck, cut what is unnecessary, and help the system produce better decisions and better outcomes.
I do that work inside large operating systems under real load, and I keep seeing the same pattern in mission-driven organizations.
Especially in education and social service, good intentions can still turn into too much activity, too much complexity, and not enough durable progress.
为无为，则无不治. I come back to this often. Good systems leave room for judgment instead of crowding it out.
What this site covers
- Advisory: how I help teams get clear on the real problem and redesign around it
- Ideas: essays on systems, execution, AI, and practical operating problems
- About: background, experience, and how I work
- Media: selected interviews and public features
- Awards: recognition and supporting context
How I help
- find the bottleneck hidden by day-to-day activity
- simplify the system so decisions get easier
- use AI where it removes load and improves signal
Where this shows up in practice
TikTok I lead Operational Support and Efficiency at TikTok. My team uses AI to reduce operational load and test what AI-native operations look like in practice.
Project Stable Staples (2020) Co-founded during COVID. Raised SGD 160,000. Supported 2,600+ individuals across 600+ households. Built a donation portal in under 2 days. Zero expense ratio. Later received presidential recognition.
Recognition President’s Volunteerism and Philanthropy Awards People of Good 2020. NUS Computing Outstanding Young Alumni 2022. NUS Outstanding Young Alumni 2021. Voice of Loving Kindness from Singapore Kindness Movement.