nightreboot/loan-approval-ai-agent- ? reverse-engineered prompt

Build me a simple loan approval AI app that lets a user enter applicant details like income, credit score, employment, debt, and loan amount, then gives a clear approve or reject recommendation with a short explanation.

I want it to feel like a small web app with a clean frontend, an API behind it, and whatever notebook or model code is needed to make the decision logic work. Please make the experience easy to use, with a form, a results screen, and a friendly summary of why the decision was made.

If you need to look up current docs or best practices for anything, go ahead. Also make sure the project runs cleanly from the main entry point and the code is organized so I can test and extend it later.