Industry 4.0 · Smart Manufacturing

CNC Fault Detector

Real-time CNC machine fault detection using a PyTorch neural network trained on sensor data — predicting tool failure before it happens.


Built by Mathew Prasanth, PE

PyTorch FastAPI MLflow Docker AWS EC2
Model loaded and ready