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AUC, KS, Precision, and Recall: A Risk Analyst’s Guide
As analysts in the risk management industry, we live and breathe acronyms like AUC (Area Under the Curve) and KS (Kolmogorov-Smirnov).
Dec 20
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KY John
1
It’s Not the Chaos, It’s the Expectation: A Framework for Deconstructing Anxiety
Recently, I’ve spent time reflecting on the problem of anxiety.
Dec 13
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KY John
1
November 2025
The Art of Problem Solving: Defining the Gap and Trusting the Process
Do you have friends who seem naturally better at problem-solving?
Nov 23
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KY John
1
October 2025
My Singapore Property Purchase Journey (Resale Condo Edition)
A Data-Driven, Step-by-Step Guide to Navigating the Singapore Resale Condo Journey — from Budgeting and Valuation to Negotiation and Completion
Oct 25
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KY John
Viewing Loan Core as a State Machine
How computational theory reveals the hidden order behind lending systems.
Oct 19
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KY John
2
Can Publication Data Predict Technology Breakthroughs? Analyzing 500+ Years of Innovation
How Ideas Appear in Print Before They Transform the World
Oct 12
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KY John
From Domestication to AI: What Each General Purpose Technology GPT Unlocked—and How to Use the Lessons
Lessons from past waves for the age of AI
Oct 4
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KY John
1
September 2025
Lease Decay
In Singapore's property market, properties are classified into two categories: leasehold and freehold.
Sep 7
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KY John
August 2025
One Model to Rule Them All? Finding the Cracks in Your Global Credit Model
There's an ongoing debate about whether multiple specialized models or a single global model is better for credit risk modeling.
Aug 26
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KY John
5 Reviews at 99% vs. 1000 Reviews at 90%: Which Seller is Better?
Motivation
Aug 10
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KY John
My Incomplete Mental Models on Thinking About A Business
Countless mental models exist for dissecting a business, but theory is cheap.
Aug 3
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KY John
July 2025
The Trap of Belief: Why We Get Stuck in Our Ways and How Our Brains Resist Reality
Have you ever wondered why some people—or even yourself—can't seem to change their minds, no matter how much evidence is presented?
Jul 27
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KY John
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