01 · Research · 2026 — Now
TakeoverBenchA end-to-end benchmarking platform for testing takeover systems in L3 AVs.
TakeoverBench
Research · 2026 — Now
(01) A little about me

(Fig. 1) Me with an Icelandic horse circa 2026
Since 2022, I’ve built online stores for brands like Yeo’s, ML models for child protection work, and a research platform for self-driving cars. I’ve also taught coding to kids as young as six and co-developed Dreamfellas, a publication covering Asia’s dance, style and music scene.
I like moving between layers of a project. Some weeks that’s designing on Figma and bringing them to life in Next.js. Other weeks it’s wrangling messy data, figuring out how different systems talk to each other, or reading raw bytes off a circuit board until they make sense.
Away from the keyboard, I tutor youths with Impart every week, break (the dance, not prod), and travel whenever I can. Oh, and I do headspins. If that doesn’t make me sound like a great personality hire, I’m not sure what will.
What I work on
Next.js · React · Node · PostgreSQL · MongoDB
Drupal · WordPress · Sanity · Shopify
Kotlin · Jetpack Compose · Swift
C · C++ · RP2040 · MQTT · ROS
Python · TensorFlow · SQL
Docker · GitHub Actions · AWS · GCP
(02) Experience
Freelance, government, education and corporate. A few years of saying yes to very different problems.
Education
2024 — Now
Singapore Institute of Technology
Jul — Aug 2026
University of Tartu, Estonia
Publications
AutoUI '26
Derick C.Z. Lee, Uwais Alqarni Bin Abdul Rahman, Yu-Xuan Tan, Yi-Zhen Cheng, Benjamin Kwok, Kan Chen, Jeannie S.A. Lee
AutoUI '26
Yi-Zhen Cheng, Yu-Xuan Tan, Uwais Alqarni Bin Abdul Rahman, Derick C.Z. Lee, Kan Chen, Jeannie S.A. Lee
(03) Selected work
A collection of some of my greatest work, with much more to come.
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Where to next?
(04) Get in touch