NAZIA BIB holds a Bachelor's degree in Software Engineering from Fatima Jinnah Women University and a Master's degree in Software Engineering from CASE University, a constituent institute of the University of Engineering and Technology (UET). Currently, she is pursuing a Ph.D. in Software Engineering at the Department of Computer Software Engineering, National University of Science and Engineering (NUST) in Islamabad, Pakistan. During her MS (Software Engineering) studies at the Center for Advanced Studies in Engineering (CASE), she achieved the distinction of being a Gold Medalist and was awarded a GOLD MEDAL for securing FIRST POSITION in the MS (Software Engineering) in 2014. Her academic interests encompass Software Engineering, Object-Oriented Software Engineering, Project Management, Data Mining, Search-Based Software Engineering, Machine Learning, and Deep Learning. She has also contributed to academia as a Lecturer in the Computer Science Department at BPGCW, a constituent college of Air University. NAZIA BIB received the Best Teacher Award for the Academic Year 2018 at Fazaia Bilquis Postgraduate College For Women, Air University, along with the "Best Teacher Certificate" and a cash prize from Shafqat Mahmood, a Pakistani bureaucrat-turned-politician who served as the Federal Minister for Federal Education and Professional Training. Additionally, she has been recognized for her contributions as an organizing committee member in both the 1st and 2nd International Multidisciplinary Graduate Conferences (IMGC) at Bilquis Postgraduate College for Women, Air University, and receiving appreciation letters for her efforts. Furthermore, her achievements extend to her academic background as she attained the first position in ICS at Fazaia Intermediate College Nur Khan and was awarded a shield in recognition of this accomplishment. Presently, she is serving as a lecturer at the Military College of Signals (MCS), NUST.