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paris-data

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arthurcornelio88 / bike-count-prediction-app

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Production MLOps pipeline for Paris bike traffic prediction. Airflow orchestration, MLflow tracking (Cloud SQL), FastAPI deployment. Features: automated ingestion, drift detection, champion/challenger models, Prometheus+Grafana monitoring, Discord alerts. 15 Docker services locally.

python docker bigquery airflow monitoring discord grafana alerting gcp openapi prometheus celery dataops mlops mlflow drift-detection fastapi model-registry evidently paris-data
  • Updated Nov 7, 2025
  • Python

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