Calm Decisions Under Real Pressure

When something is on fire, the response has to be structured, fast, and defensible. I support and lead incident response end-to-end—from the first suspicious alert through containment, eradication, and recovery—escalating only when scope or impact demands it.

Vulnerability management is part of the same loop: I help coordinate patching and remediation, track exposure, and feed lessons learned straight back into playbooks and detection rules.

My approach is grounded in the GIAC SEC504 incident-handling discipline (Hacker Tools, Techniques, and Incident Handling) and the CompTIA CySA+ analyst framework: structured, evidence-driven, and documented at every step.