Niccolò Ciucci Colli is a Ph.D. student of the XL of the Italian National Ph.D. Program in Artificial Intelligence (PhD AI) at the University of Rome UnitelmaSapienza. He holds a Master of Science in Management Engineering – Business, Intelligence & Analytics. His research, supervised by Prof. Damiano Distante, focuses on advanced artificial intelligence techniques for anomaly detection and churn prediction through time series analysis and customer/product clustering. By leveraging real-world data Niccolò develops AI models aimed at optimizing customer retention and implementing personalized recommendation systems. His research interests include Machine Learning, Deep Learning, Artificial Intelligence, Statistics, and Operations Research.