🏦 Loan Eligibility Prediction using ML

A role-based web app to predict loan eligibility using Machine Learning (Logistic Regression).
🔐 Includes authentication for two user types:

• Bank Employee: Can predict from CSV or manually input user details.
• Individual: Can only check their personal eligibility.

📌 Features

• Upload CSV or single entry prediction (for Employees)
• ML model trained on real Kaggle dataset
• Clean, responsive UI
• Prediction results as downloadable CSV (for employees)

🧠 ML Model

• Logistic Regression