My work traces a progression from engineering foundations to data platforms to decision design—focused on where systems fail in practice: broken data, misaligned incentives, and preventable team errors.

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2014-2020
Amazon|AerServ|Oracle: Engineering Foundation
Building technical depth
Learning how systems behave at scale
Test AutomationSystem ArchitectureAPI DesignTechnical Foundation
2020-2023
Lyft: Developer Experience PM
Learning what good looks like
Benefiting from mature data infrastructure
Developer ExperienceInternal ToolsSimulationSystems ThinkingValidation StrategyPlatform Reliability
2023-2026
MBA: Designing Decision Systems
Building judgment upstream
The bridge from “I can build” to “I can decide what’s worth building”
Decision SystemsIncentivesMetrics StrategyTradeoffsCross-functional Fluency
2024
IDEO: Design Thinking Challenge
Trusting the design process
Practicing divergent→convergent problem framing
Design ThinkingUser ResearchPrototypingCreativity Under Ambiguity
2023-2025
Gainbridge: Product Manager, Data & Platform
Owning data systems
Turning fragmented signals into reliable, revenue-critical truth
Data ArchitectureMeasurement StrategyEvent TaxonomyIdentity ResolutionAttribution Systems
2025
Dishclosure: Founder, Product Lead
Discovering system limits
Where data integrity fundamentally breaks
Zero-to-OneData LineageSchema DesignEcosystem DiagnosisGo/No-Go Decision