Security architecture and AI governance, built to survive real attackers.
I help CTOs, CISOs and boards turn threat modeling, secure-by-design and AI risk programs into engineering reality — not slideware. 8+ years across offensive security, product security and enterprise architecture.
Eight domains, one practice
The framework every post, talk and engagement gets mapped against.
Security Architecture & Secure by Design
Designing systems that resist attack by default, not by patch.
Threat Modeling Mastery
STRIDE, attack trees and abuse cases embedded into delivery, not bolted on.
AI Security & Governance
Control planes for model risk, data lineage and adversarial misuse.
Privacy Engineering & Compliance
Privacy by design translated into shippable engineering controls.
GRC & ISO Standards
ISO 27001, NIST and regulatory frameworks read as engineering specs.
Certification & Career Growth Journey
A field guide through certs, exams and the roles they actually unlock.
Offensive-to-Defensive Lessons
What years of breaking systems teaches you about building them.
Leadership & Mentorship in Security
Growing the next generation of security architects and CISOs.
Latest advisories
STRIDE Methodology Explained: The Threat Modeling Framework Every Engineering Team Should Know
Learn how the STRIDE threat modeling framework works, with real examples, common mistakes, and best practices for catching security threats before you build.
STRIDE is a threat modeling framework. It gives you six categories of things that can go wrong with a system — Spoofing, Tampering, Repudiation, Information Disclosure, Denial of Service, and Elevation of Privilege. Instead of guessing what attackers might try, you go category by category and ask "can this happen here?"