People Magazine
apps.apple.comLed the People Magazine digital data transformation, defining the enterprise data product vision and roadmap across content, data engineering, and MLOps teams. Built a governed ML recommendation pipeline enabling multi-brand content ingestion and ~10-minute model retraining for near-real-time relevance while establishing data governance and lineage standards for scalable analytics and feature delivery.