Dr. Rose Mary Mathew is an accomplished educator, researcher, and academician with over 16 years of teaching experience in the field of Computer Applications. She has been serving as a faculty member in the Department of Computer Applications at FISAT since September 2015. She holds a Ph.D. from Karpagam Academy of Higher Education, an MBA from Bharathiar University, and an MCA from Mahatma Gandhi University. Prior to joining FISAT, she served as a faculty member at the De Paul Institute of Science and Technology, Angamaly. Her research interests primarily focus on Data Science, Data Mining, Machine Learning, and Deep Learning, with a strong interest in applying computational intelligence and data-driven techniques to real-world problems. She has presented her research at numerous international conferences and has contributed several research articles to indexed journals. With extensive teaching experience, Dr. Rose Mary has expertise in a broad range of computing and quantitative disciplines, including Artificial Intelligence, Python Programming, Java, R Programming, Database Systems, and Applied Statistics. Her academic approach emphasizes conceptual understanding, practical application, emerging technologies, and research-oriented learning. Through her teaching, research, and academic contributions, she is committed to nurturing technically competent, innovative, and socially responsible professionals who can effectively contribute to the evolving fields of computing and information technology.