Professional Experience
Over 16 years of product leadership experience across AI, Robotics, and Fintech.

2014 - Present
Group Product Manager, Sortation Tech
Amazon Inc.
Set the vision and multi-year roadmap for Amazon's next-gen sortation technologies, combining automation, AI/ML, and robotics to transform fulfillment operations.
- Developed Digital Twin and Robotics Workcell Architecture, laying the foundation for precision-driven warehouse modeling and autonomous decision-making
- Conceptualized and executed the strategy for track-and-trace algorithms that match containers and associates dynamically, enabling task-level efficiency and directed work flows
- Launched LLM-powered operational dashboards that provided insight into model-driven actions, increasing transparency and driving 92% adoption across user cohorts
- Delivered $55M in cost savings by leading packaging strategy changes that reduced shipment volume by 1.1 cu ft, scaling across 8.5M daily packages in the NA network
- Spearheaded A/B testing and user research to iterate on labor placement strategies, achieving a 42% reduction in idle time

2014 - 2022
Senior Product Manager, Asset Management
Ontario Teachers' Pension Plan Board
Led product strategy for portfolio management and analytics tools managing CAD$220BN in global assets.
- Conceptualized and executed on multi-year product roadmaps for pricing & risk models, a 'real-time margin calculator and solvency management tool' to manage CAD$220BN in global assets, for optimal fund performance
- Developed simulation-based allocation framework to inform rebalancing and hedging decisions
- Assessed costs, estimated production capabilities, and evaluated the economic value of analytic products to determine commercial viability

2013 - 2014
Senior Product Manager - iTrade
Bank of Nova Scotia
Led product strategy for multi-channel trading platform with focus on active traders.
- Defined product strategy to grow the active trading segment with advanced options functionality; Increased brokerage revenue by 25%
- Prioritized roadmap through research panels, driving 20% increase in engagement
- Introduced NLP-driven trade signal integrations to support momentum traders, boosting trade volume by 3%