A production-ready FastAPI & XGBoost machine learning pipeline for real-time wind turbine predictive maintenance and anomaly detection using live SCADA data.

The Predictive Maintenance API is an advanced AI-powered solution for monitoring, analyzing, and predicting failures in industrial equipment. By integrating IoT sensors and ERP systems, this API processes real-time data to detect anomalies and predict failures before they happen, reducing maintenance costs and downtime.