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