gaurav-g-alva/Prediction-for-USvisa-ML ? reverse-engineered prompt

Build me a simple web app for predicting whether a US visa application is likely to be approved or not.

I want a clean frontend where a user can enter the usual application details, submit them, and get back a clear prediction with a confidence style result. The backend should handle the model logic, expose an API the frontend can call, and be set up so the whole thing can run locally and in Docker without much fuss.

Please make it feel like a real product, with a straightforward form, a results screen, and basic validation so bad inputs are handled nicely. If you need current setup details or best practices, look up the latest docs online and wire it up in a sensible way.

Also include clear steps to run it, train or load the model if needed, and make sure the project is organized so it is easy to understand and extend later.