Ümmü Gülsüm Söylemez received her B.Sc. degree in computer engineering from Mugla Sitki Kocman University, Mugla, Turkey in 2014 and her M.Sc. degree in electrical and computer engineering from Abdullah Gul University, Kayseri, Turkey, in 2017. Currently, she is a Ph.D. student at Abdullah Gül University (AGU), Kayseri, Turkey. She works as a research assistant in the Department of Computer Engineering at Mus Alparslan University. Her current research interests are in data mining, machine learning, and bioinformatics.