PinnedDonovan ChoyWhat Both Sides Get Wrong in Singapore’s Meritocracy DebateIn a recently published Straits Times op-ed titled Meritocracy and how to manage its downsides, veteran journalist Chua Mui Hoong reopened…9 min read·Nov 12, 2020--2--2
Donovan ChoyUsing Random Forest and XGBoost To Predict IncomeIn this article, I build two predictive machine learning models — Random Forest and XGBoost — to find out what demographic factors…12 min read·Oct 28, 2023----
Donovan ChoyA Practical Guide To Doing K-Means ClusteringYou are Chief Marketing Officer of Walmart. Millions of customers with different purchasing behaviours buy your products daily.11 min read·Oct 23, 2023----
Donovan ChoyinBanklessDAOBreaking Out of the Walled Gardens of Web2 For Web3’s Greener Pastures10 min read·Mar 11, 2022----
Donovan ChoyThe Threat of Cancel Culture in Nanny State SingaporeMost conflicts and disagreements about politics and the world boil down to boring, technical differences in tedious methodological details…10 min read·Mar 31, 2021--2--2
Donovan ChoyHow To Think About Social WorkToday is apparently “Social Worker’s Day”, which explains why I’ve been seeing a lot of related memes, posts and articles, some snarky…4 min read·Mar 16, 2021----
Donovan ChoyWhy Jamus Lim Is Wrong On Carbon TaxesMany carbon tax advocates — such as the Workers Party economist Jamus Lim — tend to hedge their support for the tax hike on a conditional…3 min read·Feb 3, 2021----
Donovan ChoyinThe ShadowWhat Lessons Can We Draw From The Dover Forest Saga?The most recent spat in Singapore’s media sphere involves local environmentalists and NGOs pushing back against the government’s decision…4 min read·Jan 28, 2021--1--1
Donovan ChoyThe Best Book I Read In 2020The best book I’ve read in 2020 is without a doubt Huang Yasheng’s 2008 “Capitalism with Chinese Characteristics”. I credit Adam Martin…6 min read·Jan 3, 2021--1--1
Donovan ChoyWe Need To Rethink Singapore’s Draconian Conscription PoliciesI find much of Singapore’s public policy is praiseworthy. I’ve written a book about it. But one big exception are its conscription…·5 min read·Dec 12, 2020--2--2