Eirini Klironomou is a research fellow as a scholar at the Signal Processing Laboratory within the Institute of Computer Science (ICS) at the Foundation for Research and Technology - Hellas (FORTH). She received her M.Eng. degree from the School of Electrical and Computer Engineering (ECE) of National Technical University of Athens (NTUA) in 2022. She is currently a postgraduate student at the Computer Science Department (CSD) of University of Crete (UoC). Her research interests are focused on the fields of Machine Learning and Neural Networks and their applications in real-life problems.