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  1. game-recommender-system game-recommender-system Public

    ALS collaborative filtering recommender for gaming platforms — NDCG@10: 0.73

    Python

  2. player-churn-prediction player-churn-prediction Public

    XGBoost + SHAP on behavioral features (end-to-end ML with explainability)

    Python

  3. stream-analytics-pipeline stream-analytics-pipeline Public

    Production-grade ML pipeline for live stream viewership forecasting (XGBoost + SARIMA ensemble) and anomaly detection (Isolation Forest + rules) — served via FastAPI

    Python

  4. toxic-chat-classifier toxic-chat-classifier Public

    NLP toxicity detector combining char and word n-grams. F1 = 0.914, AUC = 0.95. Directly relevant to trust & safety roles.

    Python