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apache-airflo

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PranavViswanathan / Optimizing-Bluebikes-Operations-with-Machine-Learning-Based-Demand-Prediction

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An end-to-end MLOps platform leveraging distributed orchestration (Apache Airflow), experiment tracking (MLflow), and containerized microservices (Docker) to deliver real-time demand forecasting for Boston's Bluebikes network. The system implements a multi-algorithm ensemble architecture (XGBoost, LightGBM, Random Forest) with automated hyperparame

docker machine-learning predictive-analytics demand-forecasting mlops mlflow apache-airflo
  • Updated Dec 12, 2025
  • Python

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