Probability & Statistics
My personal reference for probability and statistics, with explanations, examples, and reminders about the assumptions behind the equations.
Blog
Ideas worth
writing down.
Essays and reference notes on statistics, artificial intelligence, inference, and the work of building expertise.
Graduation from Harvard
Reflections on completing a master’s in data science at Harvard and the research experience that shaped what came next.
Prediction vs Inference
Why predictive accuracy and explanatory inference answer different questions in statistics and machine learning.
The AI Revolution
A perspective on artificial intelligence as a general-purpose technology and the work required to deploy it responsibly.
My 10,000 Hours
Reflections on deliberate practice, mathematical maturity, and what it takes to build durable expertise.