Driving cross-functional initiatives across Ads Ranking calibration and the Monetization A/B Experimentation Platform, with a focus on improving model reliability, experimentation velocity, and platform strategy across Snap’s ads ecosystem.

Bezos Academy is an organization founded by Jeff Bezos that is providing tuition-free preschools in underserved communities. In my role, I led product requirements, UX research, and data-driven product development for enhancements to a child progress tracking platform used by 200+ teachers across 60+ classrooms, improving workflow efficiency and product usability.

• Defined and shipped teacher workflow improvement features that reduced student progress logging time by 20–30%, cut family conference prep time by ~90%, and reduced key user click paths by 50%

• Conducted 15+ teacher and parent interviews to uncover pain points in child progress tracking and reporting, translating insights into prioritized requirements and scoped solutions

• Partnered with engineering, design, and educators to align product decisions with user needs, implementation feasibility, and pedagogy

• Used product analytics and user feedback to inform feature prioritization and improve adoption

MBA focused on product strategy, technology, and innovation at the intersection of business, AI/ML, and entrepreneurship.

Staffed on a Gen AI strategy case for a financial institution and a pricing strategy case for a drone delivery startup, with a focus on user research, product concept development, and strategic recommendations.

• Led and conducted 30+ expert and user interviews to identify pain points, evaluate high-value use cases, and quantify willingness to pay for proposed product features

• Designed product mockups in Figma and used Gen AI video tools to communicate current and future product states to clients and internal teams, reducing reliance on external design support and creating an estimated $50K in cost savings

• Synthesized user and market insights into product and pricing recommendations for executive stakeholders

Bezos Academy is an organization founded by Jeff Bezos that is providing tuition-free preschools in underserved communities. My role involved building data tools to support the organization, conducting statistical significance testing on student outcome data to track organization impact, and presenting data analysis findings to leadership, encouraging strategic change when data suggested potential inequities and/or inefficiencies.

• Developed the initial suite of operational and analytical dashboards, enabling leadership to track key metrics and identify opportunities to improve equitable student support

• Conducted correlation analysis, model building, and hypothesis testing to identify drivers of improved student outcomes

• Presented findings to leadership to inform strategic decisions around program design, operations, and resource allocation