I build computer-vision and ML systems for people who need them to actually work.

I'm Etele Kovács. I take computer-vision and applied-ML problems from the raw data through to a model that runs and an interface you can use. Every project here is real work, documented down to the metrics and the tradeoffs.

I care most about the unglamorous parts that decide whether a model is actually useful — clean data, honest evaluation, and reproducible pipelines someone else can pick up later. If you have a problem in that space, I'd like to hear about it.