entbappy/MLOPs-Production-Ready-Machine-Learning-Project ? reverse-engineered prompt

Build me a production ready machine learning project for predicting US visa approval from the EasyVisa dataset.

I want the full end to end app, not just a notebook. It should have a simple web page where someone can enter applicant details and get a prediction, plus a clean backend that loads the trained model and serves results. Please include the whole MLOps style workflow too, like data ingestion, preprocessing, model training, evaluation, and saving the best model so it can be reused.

Set it up so it can run locally with clear install and run steps, and also be ready for Docker and deployment to AWS with GitHub Actions. If you need current docs for anything, look them up online. Make the app feel polished, with a basic frontend, error handling, and a good project structure so it is easy to maintain and extend later.