AI/ML Systems
End-to-end ML system patterns for operational intelligence—feature engineering, evaluation, delivery, and honest status labeling.
ERP Delay Risk
Public portfolio ML architecture for operational delay-risk prediction—capabilities, boundaries, and honest deployment status.