Machine learning API for sensor anomaly detection
October 2026 β Present
Built a FastAPI service using an Isolation Forest model trained on NASA C-MAPSS FD001 sensor data. Saved the trained model and feature metadata, implemented health-check and prediction endpoints, validated API inputs, and tested API responses.
