Malik, Muhammad Shahid is a dedicated PhD scholar at Yuan Ze University, where he specializes in bioinformatics and computational biology. Concurrently, he serves as a lecturer at KIU, where he shares his expertise with aspiring minds. His research interests lie in integrating machine learning and deep learning techniques to analyze biological data, including genomic sequences and protein structures. By applying computational methods, he seeks to uncover insights into complex biological processes. Malik's research also extends to natural language processing for biomedical literature analysis, showcasing his multidisciplinary approach to scientific inquiry. Malik is committed to advancing knowledge and making meaningful contributions to the field. For inquiries, he can be reached at shahidmalik@kiu.edu.pk.