Credit Risk Intelligence

Bank Loan Repayment Prediction System

AI-powered credit risk analysis system helping banks evaluate loan repayment probability. Submit a customer's financial and personal details and the trained Logistic Regression model estimates whether the loan will be repaid or is likely to default.

Customers in training data

200

Model accuracy

57.50%

Repayment customers

98

Default customers

102

Single prediction

Enter one customer's application details and receive a repayment / default decision with probability scores.

Open
Batch prediction

Upload a no-label CSV of applications, score every row and export the results as CSV or Excel.

Open
Model insights

Interactive charts covering repayment distribution, employment, education, credit score and exposure.

Open