Full-spectrum architect and engineer with 22 years experience delivering at start-up, and at enterprise-scale for Disney, Cognizant, IBM, JPMorgan, Harvard Business School, and Arc'teryx. Proven track record stabilizing platforms during leadership transitions, executing zero-downtime migrations, and recovering at-risk engagements. Co-founder of CodeDoor, a non-profit learning platform. Currently focusing on the cognitive and context-driven engineering, agentic AI and AI-native platforms and intelligent workflow automation.