Dr. Swapna Mandu holds a Ph.D. in Computer Science and Engineering and boasts 13 years of teaching experience. She specializes in Artificial Intelligence, Machine Learning, Data Science, Natural Language Processing, Cyber Security, and NoSQL Databases. Dr. Mandu is a prolific inventor with several patents in these domains and has numerous publications in esteemed journals like Springer, IEEE, and Elsevier. Throughout her career, she has actively participated and presented papers at various International and National Conferences. Currently, she serves as a Professor in the Computer Science department at the College of Engineering and Technology, Mattu University, Ethiopia, where she continues to contribute to significant research initiatives.