Sarmad Makki received the B.Sc. and MSc. degrees in Computer Science from University of Baghdad in 1995 and 2000, respectively. Currently he is one of the staff members in University of Baghdad - College of Science and he is preparing his PhD at Universiti Putra Malaysia (UPM) with the Intelligent Computing Research Group. His research interests include Data Mining, Clustering and Evolutionary Computation.