Ritam-910/wine-quality-mlops ? reverse-engineered prompt

Build me a small production ready API that predicts wine quality from a set of input features.

I want it to be a FastAPI app with a /predict endpoint that takes the wine measurements and returns a quality score from a trained machine learning model, plus a /health endpoint so I can check that it is running. Please include request validation, clear error handling, and simple logging so it is easy to use and debug.

Make it runnable locally with a single command, and also make it work in Docker so I can start it the same way in a container. If you need to check the latest docs for anything, go ahead and look them up online.

I also want the project set up so it feels deployable, with a clean app entry point and basic CI style setup if that fits naturally. Keep it simple, polished, and ready to run.