product strategy , user growth, product management, subscription systems, business outcomes, Engagement, consumer-facing products

Cross-functional execution, Product Management, AI-native features

Excel, Sql, Statistical Analysis, Product Marketing, engineering discussions, feature delivery, program management, Online Services, technology experience, business development, technical products

vector search, embeddings, emerging interoperability standards, AI infrastructure, RAG, context engineering, model serving, agent frameworks

Statistical Analysis, roadmap strategy, Product Marketing, Data Analysis, program management, business development