pump acututre
Python,pandas,librosa,SciPy,FastAPI,Docker,Podman,Traefik
End-to-end machine-learning system that listens to a 10-second microphone clip from an industrial pump and predicts mechanical failure weeks before it happens — F1 of 0.93 on the abnormal class across four real pumps, deployed behind a FastAPI + Streamlit stack with full CI/CD.
