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Start with the technical problem.

Open to AI infrastructure security roles, expert technical evaluation, open-source security engineering, and selective security research engagements.

Good starting points

What needs to be trusted, and what can an attacker control?

Include the affected component, the boundary you are worried about, whether source access or a test environment is available, and the safest way to continue privately. For vulnerability disclosure, send only the minimum detail needed to establish a private channel.

Best fit

  • AI model-serving and inference reviews
  • Agent and evaluation infrastructure
  • Open-source component security audits
  • Expert technical evaluation