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fastapi-python

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Hybrid T-GAT + XGBoost credit scoring engine that predicts MSME default risk from alternative transaction data instead of bureau history. Production-shaped FastAPI service with calibrated probabilities, SHAP explainability, PostgreSQL, Redis, MLflow, Docker, and CI/CD.

  • Updated Sep 14, 2026
  • Jupyter Notebook

Part 4 of the D2C churn project: FastAPI-based churn prediction API that serves the trained model via REST endpoints. Designed for real-time scoring, integration with products, and deployment-ready ML serving.

  • Updated Jun 11, 2026
  • Python

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