Balancing Personalization and A/B Testing in a Customized World

In this 29-minute conference talk from DSC EUROPE 24 in Belgrade, Joy Chatterjee explores the complex relationship between personalization and A/B testing. Discover actionable frameworks and best practices for conducting experiments that maintain both user experience quality and test validity. Learn advanced techniques including user group segmentation and multi-armed bandit algorithms that help optimize personalized experiences while ensuring accurate data-driven insights. Understand strategies for scaling A/B testing across multiple teams and product lines, addressing challenges like data inconsistencies, and building an experimentation culture that effectively balances personalization with standardization. Gain valuable tools designed for Product Managers, Data Scientists, and Marketing Professionals to seamlessly integrate personalization into experimentation strategies for maximum business impact.