Most teams do not need more motion. They need to know what is actually slowing the work down.
That is the work I keep coming back to: find the constraint, remove unnecessary load, and build systems that hold up under real use.
I do that work inside large operating systems under pressure. The same pattern shows up in mission-driven teams where good intent can still turn into too much activity, too many tools, too many handoffs, and not enough room for judgment.
为无为，则无不治. Good systems leave room for judgment instead of crowding it out.
Why this lens is different
I have worked across engineering management, infrastructure, DevOps, payments, compliance, AI operations, volunteer response, and youth capability-building.
That mix matters. I am not looking only at strategy, only at tooling, or only at people. Most operating problems sit between those layers.
The useful work is usually to find where the system is making good people slower, then change the structure around them.
What I work on
- operational drag that hides the constraint
- decision systems that create motion without enough clarity
- AI and tooling that should reduce manual review, not add noise
- operating models that need to hold up under real use
How I help
- make the constraint easier to see
- simplify the system around the few decisions that matter
- use AI where it removes manual work and improves signal
Where this shows up in practice
TikTok I lead Operational Support and Efficiency at TikTok. My team uses AI to reduce manual load, shorten triage, and improve how tech operations run.
Engineering and operations My background spans engineering management, infrastructure, DevOps, payments, compliance, and platform work across TikTok, PayPal, Singapore Power, Nugit, and earlier software engineering roles.
Project Stable Staples (2020) Co-founded during COVID as a volunteer response for families in rental communities. Raised over SGD 160,000, supported 600+ households, built a donation portal in under 2 days, and operated with zero expense ratio.
Community and education Contributed to IAmTalentedSG from 2014 to 2024, supporting youth opportunity work through technology, operations, and event support. I remain connected to education support through the Lai Yu Hua Bursary.
Recognition President’s Volunteerism and Philanthropy Awards People of Good 2020, received for Project Stable Staples. NUS Computing Outstanding Young Alumni 2022. NUS Outstanding Young Alumni 2021. Voice of Loving Kindness from Singapore Kindness Movement.