Well, I switched to a ridge regression model, which yielded far better results. Did you know most regression models can have inference run with just a few basic json parameters? Well, I didn’t until today, but they can.

Anyway, with that done and mostly accurate, I got my first prediction working and with the assistance of Copilot, even a window! Now, there is still serious work on the table, but it feel good to finally have something tangible, doesn’t it?