I have recovered nearly $500M in annualized enterprise value by solving the most expensive defect in modern business: the Aversion Tax™. Through my work at Amazon and ADP, I have proven that digital transformation fails not because of the technology, but because of the human-machine friction at the finish line.
At Amazon, I architected the OOBER and BAE frameworks, identifying a $274M cost-loss and realizing $57M in direct capture across a global network of 180+ sites. As a Director at ADP and a scholar-practitioner, I’ve applied these same principles of Behavioral Architecture to accelerate cloud migration velocity by 367% and reclaim 24 hours of monthly Director-level capacity, and 60 hours of monthly salaried capacity.
Progress is never a product of chance; it is a byproduct of intentional design. Through the frameworks of Promoted by Design and my research for CIO.com, I treat organizational growth as a high-stakes blueprinting exercise. I bridge the gap between academic theory and C-suite execution, moving beyond traditional management into the calibrated engineering of enterprise trajectory. I don't just solve for today’s overhead. I architect the governance and business intelligence paradigms that ensure tomorrow’s global scalability.
The Identification: Architected a "Single Source of Truth" dashboard to identify exactly where Amazon was absorbing $274 million in annual network-wide cost-loss due to input-driven idle time.
The Structural Solution: Unified 13 cross-functional teams and 180+ fulfillment centers onto a single, automated reporting framework to eliminate manual investigations.
The Execution: Provided the governance roadmap that successfully captured the first $87.1M in realized value via the BAE and Late Slam initiatives.
The Diagnostic: Identified that manual buffer configurations were causing systemic inefficiencies, with early pilots yielding a mere $0.1M in savings.
The Structural Solution: Led the 0-to-1 transition of an ML proof-of-concept into a production-ready network standard featuring a closed-loop feedback system.
The Realized Value: Through 12 months of relentless post-launch refinement and global adoption, realized $57 million in annualized enterprise savings
The Diagnostic: Root-caused a $154M annual defect cost to critical shift-handoff failures and capacity imbalances.
The High-Stakes Action: Directed a 10-day intensive Kaizen event and engineered a real-time monitoring suite to stabilize processing speed across the North American network.
The Realized Value: Successfully stabilized network cycle times, capturing $30.1 million in immediate realized value.