Leading engineering teams across Duo SSO and mobile app surfaces at Cisco (Duo Security), with a focus on identity, security, reliability, delivery, and team health. AI is used as a practical engineering tool for planning, prototyping, code exploration, code review prep, documentation, and reducing toil while improving team judgment.