CISO and co-founder of MARFI Systems, an AI-native managed security firm. I work with technology companies on security strategy, compliance readiness, and audit prep. Currently finishing a doctorate in cybersecurity analytics at George Washington University. Been in the security and compliance trenches long enough to know when a certification is worth it — and when it's just expensive theater.