FastAPI

Building and Deploying a Horse Racing Machine Learning Model May 8, 2026 | 15 min read

And using it to lose (less) money at the racetrack

Over the span of a few weeks, I built and deployed a model to predict the winners of horse races. Then I used it live at the track on a trip to Churchill Downs. Turns out it’s very difficult to turn a profit betting on horses.

Just Show Me the Recipe! Feb 12, 2026 | 5 min read

No fluff (unless the recipe calls for it)

I’m tired of online recipes with the author’s life story and tons of popup ads. So I built a minimal web app to extract just the ingredients and instructions.

Using FastAPI to Recreate the Flask Tutorial Nov 8, 2021 | 6 min read

I wanted to try out the popular FastAPI framework. As a learning exercise, I reproduced a simple Flask tutorial using FastAPI.