• Conceived of and executed machine learning product for top retail brand’s e-commerce division; partnered cross-functionally with Engineering and Data Science teams• Custom built model in Python to detect signals predicting e-commerce returns pre-purchase achieving $(subject to NDA) mil in yearly savings; conducted analysis over large historical dataset

• Assessed the business fundamentals of startups in digital tech, deep tech and life sciences to admit the most promising 10% of applicants to the accelerator; in just a 5 year existence, EFL’s graduates have amassed $1.5B total funding• Consulted on startups' business strategies and product roadmaps to ensure ventures are prepared to receive seed or series-A funding and transition into product led growth

• Developed and presented comprehensive strategy to transition small-business product to enterprise customers• Completed market segmentation analysis to prioritize security, API and database requirements for feature build-out; presented to Head of Product • Deployed learnings to define and balance product roadmap with resources and funding strategy

• Developed data driven solution recommendations, wireframes, product and testing roadmaps for seamless and secure user authentication to address $1 billion per year fraud losses• Presented recommendations to 70+ senior leaders driving team agreement in innovation of new products; proposal distributed to influence stakeholders and product teams• Analyzed customer needs and friction points by conducting a survey with cohort of 90; translated insights into product vision and methods to unlock customer segments for less risky product surfacing• Collaborated cross-functionally with 3+ PayPal and Venmo teams to achieve group alignment on divergent product goals• Defined KPI’s, friction points and product requirements to innovate new frameworks for optimizing between security and user friction to mitigate 16% yearly involuntary customer churn• Prioritized tradeoffs and requirements for user friction vs. security needs to build identity authentication funnels

• Designed and prototyped virtual onboarding product to reduce 38% voluntary employee turnover valued at $312,000 per seat; partnered with digital transformation team• Analyzed market needs and interviewed industry experts to create user personas, customer journeys and product road map; presented findings to leadership• Conducted user research and evaluated Web 3.0 capabilities to prioritize product requirements and refine prototypes

I moonlight as a pop music writer and producer. I've worked with grammy nominated, top producers who have achieved multiple Billboard #1 hits spanning the Hot 100 and dance charts, as well as collaborators in music media synchronization.

• Founded company with mission to facilitate labor-free production of short-run textiles; applications included bringing textile manufacturing to higher-wage countries at 75% lower cost per yard• Owned core product vision, MVP testing, build-out and intellectual property protection of industrial processes and machinery; achieved automated warp creation at 90% reduction in labor cost and granted US Utility Patent• Led engineering, design and legal teams cross-functionally to manage the end-to-end lifecycle of product; Deployed funding for product design, feature prioritization and validation testing to build state-of-the-art industrial machinery