Technology interests

A transparent roadmap toward secure AI applications, agent security, evaluation, and responsible adversarial testing.

Planned

Current position

AI security is a direction I am building toward, not a claim of completed professional expertise.

Security of AI systems

The planned path includes secure AI application design, data and model trust boundaries, access control, monitoring, and resilient agent workflows.

Offense and defense

Future study will cover authorized adversarial testing and AI-enabled defensive automation with explicit scope, evidence, and human oversight.

Learning roadmap

Current cybersecurity foundations come first, followed by automation and application security, then deeper AI-security evaluation work.

I haven’t published an AI-security project yet.