Product and cloud security
Review public-facing surfaces, release paths, auth boundaries, and deployment risk with concrete remediation notes.
Product security · Cloud security · AI security · Vulnerability intelligence
A compact public resume for teams evaluating security review, cloud and product risk, Apple acknowledgements, and practical consulting.
I help teams find the risk that matters, explain it cleanly, and hand back a clear next step.
Credibility strip
Focus
Review public-facing surfaces, release paths, auth boundaries, and deployment risk with concrete remediation notes.
Keep model output additive and source-linked so human reviewers can make the final call.
Turn vendor noise and feed volume into a short list of issues that deserve attention now.
Capabilities
Proof points
Selected work themes
Reproducible details, impact boundaries, and remediation context.
Practical checks and triage paths that reduce alert noise.
Work across routing, identity, deployment safety, service boundaries, telemetry, and response runbooks when risk spans more than one layer.
Contact
Appropriate for recruiting, security research follow-up, consulting fit checks, and product-security conversations.