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1. revenue-tier-and-churn-experiment revenue-tier-and-churn-experiment Public

   Uplift modelling and incentive incrementality on a simulated multi-cell fee-tier experiment: S/T/X/R meta-learners vs EconML CausalForestDML on Qini/AUUC, CUPED variance reduction, Welch/Mann-Whitn…

   Jupyter Notebook

2. crypto-market-analysis crypto-market-analysis Public

   End-to-end ELT pipeline: CoinGecko API → PostgreSQL → dbt (staging/intermediate/marts) → Superset, orchestrated by Airflow. Includes market regime classification, volume anomaly detection, exchange…

   Jupyter Notebook

3. telco-customer-churn telco-customer-churn Public

   Model Customer Churn with Advanced Machine Learning Techniques

   Jupyter Notebook

4. customer-segmentation customer-segmentation Public

   Three different methods are explored for Customer Segmentation: K-Means, K-Prototype, and a combination of Sentence Embeddings with K-Means.

   Jupyter Notebook

5. bayesian-networks bayesian-networks Public

   Jupyter Notebook

6. pneumonia-detection pneumonia-detection Public

   Deploy a Production Machine Learning Model REST API with AWS

   Jupyter Notebook