Hey, I'm Donovan Below
Builder of things.
I like building solutions to problems that may or may not exist. Sometimes it's ML models to give FANTASTIC stock advice via the scholars of r/wallstreetbets and sometimes it's automated puzzle solvers to beat my coworkers with. Currently building an obscure NBA player stats bot and a 1993 BMW e36.
Projects
NBA Statigami
Nightly novel stat lines across the NBA.
Automated Pimantle (Word Puzzle) Solver
A bot that solves the daily Pimantle word puzzle using a Word2Vec model trained on Project Gutenberg, with a replay of every guess.
Reddit-Powered Stock Recommendation System
Daily stock picks from r/wallstreetbets chatter, sentiment analysis, OCR, and an XGBoost model.