Skills

Technical depth combined with product intuition and strategic thinking

Product & Go-to-Market

Product StrategyBusiness Model DesignGo-to-market StrategyCustomer DiscoveryMarket SizingCompetitive AnalysisProduct RoadmappingRequirements DefinitionWireframing & Prototyping

Analytics & Data

A/B TestingStatistical AnalysisExperimentation DesignSQLData VisualizationAmplitude / MixpanelGoogle AnalyticsCohort AnalysisFunnel Analysis

Technical & Engineering

PythonJavaScript / Node.jsPostgreSQL / SQLSystem DesignMicroservicesAPI DesignKubernetesAWSDocker

AI & Machine Learning

Machine Learning SystemsDeep Learning (TensorFlow)Signal ProcessingLLMs & Prompt EngineeringModel EvaluationFeature EngineeringData PipelinesMLOpsNeural Networks

Design & User Experience

UX ResearchUser TestingInformation ArchitectureInteraction DesignDesign SystemsFigmaAccessibility (a11y)Mobile UXConversion Optimization

Infrastructure & DevOps

AWS (EC2, S3, RDS, Lambda)KubernetesDockerCI/CD PipelinesInfrastructure as CodeMonitoring & ObservabilityPerformance OptimizationSecurity Best PracticesDatabase Design

What Sets Me Apart

🔧 Technical Depth

I don't just understand technology—I've built systems at scale. This means I can have genuine technical conversations with your engineering team and make informed tradeoff decisions.

📊 Experimentation Culture

Built from the ground up frameworks for running rigorous A/B tests. Not just running tests, but building the scientific thinking that powers good product decisions.

🧠 AI Fluency

Beyond hype. I understand what ML can and can't do, how to evaluate AI systems, and where AI creates real product value vs. where it's novelty.

🚀 Execution Obsession

Ideas are cheap. I obsess over getting to shipped product and real user impact. Have shipped 20+ features, each with measurable impact.

🎯 Systems Thinking

Product decisions don't happen in isolation. I think about feedback loops, second-order effects, and how changes ripple through your entire system.