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Loan-Default-Prediction-System-Flask-ML

Public

Built and deployed a Flask-based machine learning system to predict loan default risk using customer demographics and financial indicators. Applied advanced ensemble models like XGBoost and LightGBM to achieve ~99% accuracy. Designed a full-stack solution with real-time prediction capabilities, enabling faster, smarter loan decisions in banking.

banking-analyticscredit-risk-modelingensemble-learningfinancial-predictionsflask-webapplightgbmloan-approval-systemloan-default-predictionloan-risk-analysismachine-learning
Creat：2023-10-11T02:11:59
Update：2025-05-25T05:24:04
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