Summary
Cloud-based data infrastructure enabled real-time, large-scale personalization across a global music streaming platform. It integrated batch and streaming analytics to power recommendations and high-impact engagement campaigns. It extended into generative AI to create personalized audio experiences. It improved efficiency, cost control, and user engagement at massive scale.