Carlos Vaquero-Patricio, PhD, is a data scientist at ING. During the last years, he has focused on different topics in recommender systems such as hybrid modeling and the implementation of ING’s local/global framework. His previous background includes propen- sity and risk modelling as well as academic research within the field of music information retrieval.