Dr. NAEEM JAN holds a Doctor of Philosophy (Ph.D.) in Mathematics from the Department of Mathematics and Statistics at the International Islamic University Islamabad. He earned his bachelor's and master's degrees in mathematics from the same distinguished department. Dr. JAN's professional journey has encompassed diverse academic and research experiences. He previously served as a Research Fellow at the esteemed KERMIT research unit, at Ghent University, Belgium. Currently, he assumes the role of a Research Scientist at the Department of Software, Korea National University of Transportation. Furthermore, Dr. JAN has distinguished himself as an Associate Editor for several esteemed international journals, including Heliyon Mathematics, PLOS ONE, and the Journal of Intelligent and Fuzzy Systems, among others. His research endeavors are concentrated in the fields of graph theory, artificial intelligence, fuzzy neural networks, uncertainty, and deep learning, as well as generalizations of fuzzy sets and their practical applications. It is noteworthy that his academic journey also involved extensive contributions to the realm of soft set theory, which constituted the focus of his master's thesis. In addition, Dr. JAN has conducted substantial work in areas such as the generalization of fuzzy set theory, multi-attribute decision-making, pattern recognition, and cluster analysis. His commitment to advancing the boundaries of mathematical knowledge is evident in his multifaceted.