Essays

Preseason: Simulating a Million College Pick'em Entries Across 10,000 Seasons
An unreasonable amount of machine learning, aimed at a free football Pick'em contest. Ten thousand simulated seasons, a million simulated opponents, and a year-long attempt to out-forecast Las Vegas. Part one: What the game is, and what the numbers say it takes to win it.
Sports Analytics · 2026