I analyze systems as they exist in production – under pressure, across trust boundaries, and under adversarial conditions.

Research

Research on AI systems, architecture security, and real-world failure modes.

• Ethical awareness beyond Zero Trust
• BERT for HTTP payload classification
• Runtime AI security architectures
• LLM-to-SQL security analysis

[ResearchGate]

Insights

Writing on how security decisions shape system behavior.

• Threat modeling
• Trust boundaries
• System design decisions

[Read Articles]

Open Source

Practical security architecture for modern distributed systems.

• Secure inference architecture
• Threat modeling frameworks
• AI runtime security tooling

[GitHub]