Katerina Vakrinou is a Civil Engineer and PhD Candidate in the Department of Transportation Planning and Engineering of the National Technical University of Athens under the supervision of Professor Eleni Vlahogianni. Since 2023, she holds a Civil Engineering Diploma majoring in Transportation Engineering. Her research interests include the application of advanced machine learning and data analysis to solve transportation problems.