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loan-underwriting

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jkhan-18 / credit-risk

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Production-ready credit risk modeling platform built with Streamlit and scikit-learn to predict loan default probability, generate 300–900 credit scores, explain decisions with SHAP, run what-if simulations, batch-score CSV files, and export PDF assessment reports.

python machine-learning scikit-learn fintech logistic-regression credit-scoring credit-risk explainable-ai shap optuna risk-modeling default-prediction batch-inference loan-underwriting
  • Updated Apr 17, 2026
  • Jupyter Notebook

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