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credit-default-prediction

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AhsanAkhlaq / CreditScoringModel

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A machine learning web application that predicts the likelihood of credit card default using a Random Forest model trained on the UCI Credit Card dataset. Built with FastAPI for the backend and a clean HTML/CSS frontend,Fully containerized with Docker for easy deployment and demo-ready for showcasing model predictions.

docker machine-learning random-forest sklearn python3 credit-scoring kaggle-dataset model-deployment credit-risk mlops financial-modeling fastapi frontend-api uci-dataset credit-default-prediction
  • Updated Aug 23, 2025
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