Michael Williams

Cybersecurity Analyst II →
AI Security Engineer

I build AI security systems by treating guardrails as first-class engineering problems, not afterthoughts. My work focuses on production LLM pipelines, multi-agent architectures, and guardrail enforcement that prevents unsafe actions in operational environments.

Architected PurpleLens, a guardrail-first investigation pipeline achieving 7x investigation time reduction. Public POC demonstrates multi-layer guardrail architecture. Production implementation details remain proprietary for security reasons.