Muhammad Hamza Farooq received the bachelor’s degree in software engineering from COMSATS University Islamabad (CUI), in 2022, and the master’s degree from the University of Engineering and Technology Lahore (UET Lahore), Pakistan, in 2024. I have also worked as a Sr. Research Officer with the National Centre of Artificial Intelligence (NCAI), UET Lahore. Now, serving as Lecturer at SST, university of Management and Technology, Lahore. My research interests include artificial intelligence, machine learning, deep learning, computer vision, and data mining.