Project 2: Loan default prediction System
A full-stack ML-powered web app built to help lenders assess credit risk in real time. It combines machine learning, a
high-performance FastAPI backend, and a sleek React dashboard to deliver a complete end-to-end solution.
Key Features:
Real-time loan default predictions
Stacked ML model using multiple algorithms
Secure login, email alerts, and personalized notifications
Clean, responsive UI with interactive analytics
Tech Stack: PBackend: FastAPI (Auth, Email, REST API) Frontend: React.js, ML: Scikit-Learn (stacked ensemble), Pandas, NumPy