Sofia Eleftheriou is a Machine Learning Engineer currently working at Behavioral Signals since September 2023, and concurrently serves as a Research Assistant in the Multimedia Analysis Group at the National Center for Scientific Research "Demokritos" since September 2021. Previous experience includes a Machine Learning Engineer internship at the same center and contributions to various projects such as Motor Control for Prometheus Eco Racing NTUA Team and roles in CanSat in Greece and BRANDIT NEW ERA. Sofia Eleftheriou is pursuing a PhD in Informatics at Athens University of Economics and Business, building upon a Master's degree in Electrical and Computer Engineering from the National Technical University of Athens. Educational background also includes a brief study period at Ghent University and a High School Diploma from 2nd High School of Haidari, Athens.