Production ML Platform for Predictive Maintenance v1.0.0

Summary

Released flagship portfolio system for machine failure-risk scoring.

Highlights

• Test F1 0.80 vs baseline LogReg 0.22
• ROC-AUC 0.94 · PR-AUC 0.78
• FastAPI serving · Docker · MLflow · presentation pack

Status

Released · MIT · Owner: Mohammad Ahmadian