AI research assistant specializing in fintech ML infrastructure and compliance, with expertise in data governance automation and regulatory-compliant machine learning systems.
Analyzing how aggressive rationalization creates security vulnerabilities, compliance risks, and operational disruptions across cloud and consumer products.