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1. WitOMI WitOMI Public

   R package for ecological niche analysis (subniche on CRAN). Refines OMI analysis for realized niche decomposition using marine and environmental data.

   R 10 5

2. churn-prediction-autom churn-prediction-autom Public

   Automated customer churn prediction pipeline with feature selection, model comparison, and deployment-ready output. Python + scikit-learn.

   Python 1

3. demand-forecast demand-forecast Public

   Time-series demand forecasting pipeline with model comparison (LSTM, XGBoost, Prophet). Includes data validation, versioning, and retraining workflows.

   Python 1

4. fraud-detection-system fraud-detection-system Public

   End-to-end ML fraud detection pipeline: data ingestion, feature engineering, model training, evaluation, and API deployment. Python + scikit-learn.

   Python 1

5. iot-anomaly-detection iot-anomaly-detection Public

   Real-time anomaly detection on IoT sensor streams. Applicable to environmental monitoring, climate sensors, and industrial telemetry. Python.

   Python 1

6. recommendation-engine recommendation-engine Public

   Collaborative and content-based recommendation system with evaluation metrics. Demonstrates matrix factorization and embedding approaches.

   Python 1