#bears
3 posts
-
Caleb Williams Looks Bad Until You Look Closer
A pizza chart of Caleb's 2025 percentile ranks tells a more complicated story than the raw stats let on. I built the viz with Python and mplsoccer, and the numbers were surprising.
-
Building a Player Tracking Pipeline for NFL All-22 Film
Zero-shot player detection on NFL coaching footage using SAM3 and SAM2.1. What I built, what broke, and what the output looks like.
-
Breaking Down the Bears' 2025 Passing Game by Route
A route-by-route look at Caleb Williams' EPA efficiency and how Chicago's receivers were used in the 2025 season.