This is a prediction. I have not, in fact, passed my CFA Level 1 exam in one go. But I'm sure as hell going to try (in November 2026), and here's how. What follows is my system: research synthesis, live experiments, public accountability. Learning how to
I treat every outcome like it's mine. Coordinating product launches across teams, following up on a single process that fell through the cracks, my instinct is the same: It's not done until it's done right. "Not my problem" is not in my
CFA Level I — Quantitative Methods Constructing Hypothesis Tests Four tests, one framework. Learn which test to reach for — and how to run it — based on what you're testing. Framework t-test (Mean) Diff in Means Paired Chi-Square F-test Predict See It Test The Framework One question determines everything Before
CFA Lessons
CFA Level I — Quantitative Methods Every statistical test is a bet — and there are exactly two ways to lose it. The Setup Two Errors The Tradeoff Predict See It Procedure Formulas Test Yourself The Setup A courtroom for data Imagine you're a jury. The defendant (the null hypothesis,
I got into marketing to learn how to sell my own products. And I did: I dove into startups, content marketing, SEO, and CRMs. Then I realised... I have no products to sell. And, frankly? I don't want to spend my career selling low-ticket B2C products (which is
Running a website takes time. Frankly, it's a pain in the ass. In fact, it's such a pain in the ass that I've never run one—even though I've been knee-deep in digital marketing for years, building pages and optimizing content for