Nirmala Balasundaram obtained her M.E. degree from Sri Venkateshwara College of Engineering (Anna University), Chennai, India, where she was a university rank holder and college topper. She completed her Ph.D. in the Department of Computer Science and Engineering at Saveetha Institute of Medical and Technical Sciences, Chennai, India. She is currently working as an Assistant Professor in the Department of Computer Science and Engineering, Sri Ramachandra Faculty of Engineering and Technology, with over 8 years of academic experience. Her areas of interest include Machine Learning, Deep Learning, Natural Language Processing, Cloud Computing, and Security Optimization Algorithms.