A Computer Science PhD with over 14 years of teaching and research experience at Pakistani universities. Research interests include Reputation Systems, Trust Management, Machine Learning, Data Science for Cybersecurity, and Smart Health Systems. Has supervised multiple MS theses, published in journals including IEEE Access, and has experience in curriculum development and department leadership.