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1. ml-model-serving-api ml-model-serving-api Public

   Production-ready ML API: FastAPI · Docker · Prometheus · Grafana · 91% test coverage · LightGBM credit risk scoring (ROC-AUC 0.754)

   Python

2. credit-risk-ml-pipeline credit-risk-ml-pipeline Public

   Credit default prediction pipeline — Home Credit dataset, WoE/IV feature selection, LightGBM, SHAP explainability, business score band analysis.

   Python

3. customer-churn-prediction customer-churn-prediction Public

   End-to-end customer churn prediction pipeline — EDA, feature engineering, LightGBM vs XGBoost (AUC-PR 0.639), SHAP explainability, MLflow experiment tracking, and a FastAPI serving endpoint. Built…

   Python

4. xg-model-statsbomb xg-model-statsbomb Public

   Expected Goals (xG) model on StatsBomb open data · Logistic Regression · shot maps, calibration curve & player xG leaderboard · La Liga 2015/16

   Python

5. finbert-rag-financial-intelligence finbert-rag-financial-intelligence Public

   Financial NLP pipeline: FinBERT sentiment analysis (Macro-F1 0.87) + RAG system for regulatory Q&A using LangChain & ChromaDB. Fine-tuned on Financial PhraseBank. FastAPI serving + Streamlit demo. …

   Python 1

6. aml-fraud-detection aml-fraud-detection Public

   Multi-model fraud detection pipeline: Isolation Forest + LSTM Autoencoder + XGBoost ensemble (AUC-PR 0.93). Covers 5 AML typologies (structuring, velocity, geo-risk). Integrated SAR triage workflow…

   Python