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Compliance-Aware ML for AIOps

Abstract

Formalising patterns for governance and compliance inside applied ML operations.

Problem Statement

Enterprise ML lacks governance baked into the operational layer.

Methodology

Case-study derivation from production systems, then a generalisable framework.

Methods & Tools

PythonMLOpsGovernance

Working in this space?

I’m open to conversations with research groups and collaborators at this intersection.