I design secure architectures for cloud-native, AI, and distributed systems.
Security is not a feature. It’s a design decision.

Systems fail at design. I work there.
Research
Security research focused on AI systems, trust boundaries, and real-world failure modes in modern architectures.
Open Source
Practical security architecture for cloud-native and AI systems, including threat modeling frameworks and inference security blueprints.
Insights
Short-form writing on threat modeling, system design, and applied security decisions in real systems.