Vulnerability Management at Platform Scale
Secure agentic AI · VM operationsLed vulnerability-management operations for a top-500 delivery platform. Designed and shipped agentic security tooling with explicit containment boundaries, human intervention points, and append-only audit logging, automating detection and triage across a large service estate and remediating cloud and dependency misconfigurations.
What it demonstrates
- Agentic automation with guardrails: boundaries, not free rein
- Append-only audit logging for model and agent activity
- Detection and triage automation that keeps a human in the loop
- Measured, reported risk reduction: outcome, not activity
−41%
net OS-CVE reduction, 129 services, 21 days
