How I Help Companies Ship AI Products That Don't Blow Up
The companies winning with AI aren't the ones with the biggest models. They're the ones who figured out how to ship reliably.
AI Security Translator
Bridging the gap between AI capability and AI safety. 6 years of development, 3 years of security, and hands-on AI evaluation experience.
Adversarial testing of AI systems. Finding what breaks before attackers do. Prompt injection, jailbreaks, data extraction, and safety bypass testing.
Security assessments for AI deployments. Risk analysis, governance frameworks, and practical recommendations that engineering teams will actually implement.
Making complex AI security concepts accessible. Articles, documentation, and training materials that bridge technical and business stakeholders.
Full-stack experience building production systems. I understand how code works, not just how to break it.
Application security background with vulnerability assessment, security architecture, and risk management.
Hands-on daily work evaluating Claude, GPT, Gemini. Not theoretical, practical experience with frontier models.
The companies winning with AI aren't the ones with the biggest models. They're the ones who figured out how to ship reliably.
A practical framework for shipping AI that works. Lead with opportunity, build with caution.
An honest assessment of AI capabilities, limitations, and the one mistake that ruins deployments.