Contact

Open to research collaborations, engineering leadership roles, and consulting on secure ML systems. Reach out via email or professional networks.

Availability

Typically responds within 2–3 business days.

For collaboration inquiries, include a brief project summary, timeline, and technical context. Research and security-focused engagements are especially welcome.