Mary McIlwain
Product Strategist Catalog Insights @Netflix
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WORK HISTORY
Product Strategist Catalog Insights @Netflix
Los Angeles, CA, US
Driving GenAI innovation in search and recommendations through metadata expertise, human-in-the-loop systems, and cross-functional collaboration.Key Contributions:* Strategic testing for GenAI-powered search and film/TV recommendations, aligning creative and technical goals.* Developing detailed rater guidelines and training human evaluators to refine machine learning model performance.* Translating deep metadata and entertainment knowledge into structured inputs for AI training and evaluation.* Primary Catalog Insights representative on core project team, collaborating closely with PMs, engineers, and data scientists.* Shaping user-facing discovery experiences by applying editorial judgment and scalable classification frameworks.
SKILLS
ABOUT MARY MCILWAIN
Product strategist focused on GenAI innovation in film and TV search & discovery. At…
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