(01) A little about me

Derick

(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.

2022
Building since
5+
Client projects
∞
Headspins & ideas

What I work on

  • Full-Stack Web

    Next.js · React · Node · PostgreSQL · MongoDB

  • CMS and E-Commerce

    Drupal · WordPress · Sanity · Shopify

  • Mobile

    Kotlin · Jetpack Compose · Swift

  • Embedded, IoT and Robotics

    C · C++ · RP2040 · MQTT · ROS

  • Data and ML

    Python · TensorFlow · SQL

  • Cloud and DevOps

    Docker · GitHub Actions · AWS · GCP

Download resume ↗

(02) Experience

Freelance, government, education and corporate. A few years of saying yes to very different problems.

WhenRoleWhereType
  • Built and launched websites and online stores for 5+ clients including Yeo's, SIT and Pandano, from requirements through deployment and maintenance.
  • Advised clients on stack, architecture and hosting across Next.js, React, Shopify and WordPress, based on budget and team.
  • Co-developed Dreamfellas, a publication covering Asia's dance, style and music scene.
  • Brought 100+ research projects from 6 labs into one showcase on the SIT website.
  • Cleaned and migrated the data into Drupal so staff can update it without a developer.
  • Built and deployed ML models that pre-label risk levels on incoming child protection cases, so officers can focus on high-risk ones.
  • Worked as business analyst on a CRM migration, turning operational needs into specs and user stories.
  • Taught programming and software design to students aged 6 to 16 through hands-on projects.
  • Automated repetitive business processes with Selenium.
  • Ran coding workshops to help non-technical staff spot automation opportunities.

Education

2024 — Now

B.Eng (Hons) ICT, Software Engineering

Singapore Institute of Technology

Jul — Aug 2026

Summer School in Self-Driving Cars

University of Tartu, Estonia

Publications

AutoUI '26

TakeoverBench: A Benchmarking Platform for Takeover Requests (TOR) in Conditionally Automated Vehicles

Derick C.Z. Lee, Uwais Alqarni Bin Abdul Rahman, Yu-Xuan Tan, Yi-Zhen Cheng, Benjamin Kwok, Kan Chen, Jeannie S.A. Lee

Read paper ↗

AutoUI '26

Towards Low-Cost Driver Supervision: Evaluating a Smartphone Interface for Driver Inattention Monitoring in Simulated Driving

Yi-Zhen Cheng, Yu-Xuan Tan, Uwais Alqarni Bin Abdul Rahman, Derick C.Z. Lee, Kan Chen, Jeannie S.A. Lee

Read paper ↗

(03) Selected work

A collection of some of my greatest work, with much more to come.

02 · Embedded · 2025

Protocol Sniffer & Fuzzer

A handheld tool that identifies the protocol and pinout of unknown UART, I²C and SPI devices by sniffing or fuzzing, and decodes the traffic live.

03 · Website · 2022 — 2025

Dreamfellas

A digital publication covering Asia's dance, style and music scene, with hundreds of articles from local writers.

(04) Get in touch

derickwithoner@gmail.com