On Data, II: Quality Is a Verification Problem
What does a good RL environment look like? The second of a three-part series on the data industry.
Writing
I write reflections every few months, plus the occasional technical piece or practical guide.
Selected writing
This is the first of a three-part series on my learnings from the industry.
A reflection on faith and what I believe, structured around the Heidelberg Catechism.
Musings on status games in school, sport, work, and everyday life.
A practical guide to eating, exploring, and getting around Singapore like a local.
Life at sea, National Service, and the lessons I carried through the second half of 2023.
Browse by topic
- Faith
A reflection on faith and what I believe, structured around the Heidelberg Catechism.
- Reflections from a term in Canada (opens in a new tab)
- Reaching the end of Menlo: lessons learnt from my first internship (opens in a new tab)
National Service
- Two years very fast one
- Letter Speech: How the military changed the way I communicate with my parents
Written for COMMST 223 in 1A.
- 2024 Wrapped
- 2023 Wrapped (July–December 2023) (opens in a new tab)
Experiences on the high seas and reflections along the way.
- From Sojourner to Soldier (January–June 2023) (opens in a new tab)
Experiences in BMT and New York.
- On Turning 21 (opens in a new tab)
- On Status (December 2024)
- On Running (October 2024)
- Escapism (August 2024)
- 2022 Wrapped: Lessons learnt from high school in Singapore (opens in a new tab)
- A Parade and a Prayer
- On faith as a JC student (opens in a new tab)
- More reflections on Substack (opens in a new tab)
- On Data, II: Quality Is a Verification Problem
- On Data, I: When Data Becomes an Environment
- Singapore: a guide for exchange students and visitors
What to eat, where to go, and how to get around Singapore.
- Canada
- 2.4km Training Guide (opens in a new tab)
- Driving
- Replicating Deep Research in Jan (opens in a new tab)
Explore connections
An interactive map of ideas shared across my writing.