Personalization at Scale: AI-Driven User Experience Optimization

As digital products and platforms mature, personalization has shifted from a competitive advantage to a baseline expectation. This talk explores how organizations can deliver meaningful, scalable personalization by integrating machine learning, experimentation, and data science into core product and customer experience workflows. Drawing from real-world industry applications, the presentation focuses on practical approaches to understanding user intent, modeling customer behavior, and dynamically optimizing experiences across complex user journeys.