Fátima Rodrigues has been a Coordinator Professor in the Computer Science Department of the Institute of Engineering at the Polytechnic of Porto since 1993, where she has taught disciplines related to the scientific area of Informatics Engineering, namely programming, data warehouses, and data mining for about 30 years. She received her Ph.D. in Machine Learning from the University of Minho in 2000. She is a researcher at INESC TEC, and her research interests include data science, data warehouses, and recommendation systems. She has scientifically guided several research fellows, master's theses, and doctoral theses, participated in numerous R&D projects, and coordinated seven of them. She is currently a member of the Scientific Committee of several conferences and journals already duly validated by the Plubons website.