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A dashcam and emergency brake for AI agents (prototype): a Rust harness that runs agent actions through policy checks and OS sandboxes, and records them in a tamper-evident, signed, independently verifiable audit log.
AI Red Teaming portfolio — adversarial testing of LLMs & AI agents (prompt injection, jailbreaking, RAG exfiltration), mapped to OWASP LLM Top 10 & MITRE ATLAS. PhD Cybersecurity researcher (Springer-published) applying game-theoretic attack modeling to real AI systems.