tyreses828-prog/SA-Bank-Loan-Risk-Analytics-Dashboard

Built a full end-to-end financial data analytics project simulating a South African bank loan risk assessment system. # SA Bank Loan Risk Analytics Dashboard ## Overview End-to-end financial data analysis project simulating SA bank loan risk assessment. ## Tools Used - Python, Pandas, NumPy - Matplotlib, Seaborn - Scikit-learn ## Key Findings - Random Forest: 72% accuracy, AUC 0.720 - Top default predictor: Credit Score (19.1%) - High risk threshold: Credit score below 580 ## Dashboard Preview [insert image here] ## Note Simulated dataset for learning purposes