Back to DimensionsOrganizational Scale &
Dimension: LEAD
Organizational Scale &
Global Strategy.
Directing cross-functional organizations to solve multi-billion dollar problems. My leadership is defined by technical rigor, operational efficiency, and a commitment to educating the next generation of AI leaders.
2019 - 2025
Global Data Center Delivery Software @ Google
Senior Software Engineering Manager
- Governed $500M+ ROI across scaling initiatives, delivering 400% performance optimization to deeply embedded legacy operations handling ~$40B in annual deployment capital.
- Managed matrixed global pods comprising 16+ direct/indirect engineering staff, securing rare enterprise firewall policies for large-scale external vendor integrations.
- Instituted a rigorous zero-blame postmortem engineering culture, stabilizing deployment rollback pipelines.
2019 - 2024
Executive Education @ UC Berkeley
Instructor, AI & Emerging Technologies
- Scaled AI architecture, strategy, and responsible governance curriculums to over 1,500 Fortune 500 executives and directors.
- Standardized models for evaluating LLM-vs-Deterministic build-or-buy strategies within heavily regulated business risk models.
2013 - 2014
Advanced Case Management Systems @ 21CT
Director of Product & Engineering
- Directed cross-functional execution for a $4M delivery pipeline focused on graph-based fraud analytics.
- Re-architected intelligence operations to reduce processing cycles by 96% (2 years to 90 days), directly engaging state government compliance parameters.
Strategic Framework
The Executive Toolkit.
Global Operations
Managing distributed resources across geographic boundaries with unified architectural standards.
Financial Rigor
Connecting engineering health directly to P&L outcomes. Validated $500M+ ROI delivery.
AI Governance
Bridging the gap between frontier AI capability and corporate risk management.
Education & Influence
Teaching the Next Wave.
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