Experience

Risk, governance, investigations, and quality leadership

Experience shaped across Amazon risk programs, fraud investigations, access governance, quality systems, and AI evaluation. Across these roles, my focus has been to assess risk, improve decision quality, strengthen operational controls, and support defensible outcomes in environments involving sensitive data, high judgment, and cross-functional stakeholders.

Access Governance Risk Review Quality Systems Investigations

Experience signal

  • Reviewed third-party API access requests involving sensitive data and enforced least-privilege access decisions.
  • Designed QA and training systems that reduced escalations by 50% and improved decision consistency.
  • Led investigations and operational risk workflows across high-judgment, time-sensitive environments.

Career timeline

Experience highlights

Selected roles showing risk judgment, access review, quality systems, and operational leadership.

Security application

How my experience connects to cybersecurity work

This experience directly connects to my cybersecurity work, where I apply access governance, control review, and risk analysis in a simulated API access review system.

View Security Work

Capability areas

Practical strengths by workstream

Expand each compact area to view the supporting skills.