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utility-operations

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sampeter-akan / homestaygrid_ml_recommender_feed

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HomeStayGrid ML Recommender Feed — a cloud-ready prototype that predicts near-term outage risk and ranks grid assets for prioritized maintenance. Includes a synthetic data generator, preprocessing and training pipelines, FastAPI inference service, unit tests, and AWS deployment guidance for demonstration and coursework.

python docker aws machine-learning scikit-learn recommender-system cloud-deployment elastic-beanstalk predictive-maintenance mlops fastapi predictive-maintenance-api utility-operations
  • Updated Jul 5, 2026
  • Python

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