Dr. M. Suganya
Associate Professor – Machine Learning & Computer Networks
Academic Area
Machine Learning & Computer Networks
Biography
Dr. M. Suganya is an Associate Professor with over 18 years of academic experience and 15 years of research expertise in Computer Networks and Machine Learning–driven systems. She holds a Ph.D. from Bharathiar University and has published extensively in national and international journals.
Her academic work spans network systems, data-driven architectures, and applied machine learning models. She brings strong technical depth to interdisciplinary programs, contributing to analytics-focused and technology-integrated management education.
As a research mentor, she has guided multiple doctoral scholars and continues to support emerging research in data systems and intelligent computing applications.
Teaching Areas
- •Machine Learning Foundations
- •Computer Networks
- •Data Systems & Architecture
- •Intelligent Authentication Systems
- •Applied AI Models
Research & Publications
Dr. Suganya has authored and co-authored 25 research articles across national and international journals. Her research interests include:
- •Network security design
- •Graphical authentication systems
- •Intelligent data processing frameworks
- •Network optimization models
Accolades & Recognition
Academic Achievements
- •Gold Medalist – Undergraduate Academic Excellence
- •Best Faculty Award – RVS College (2011–12, 2013–14)
- •Guided 6 part-time and 1 full-time Ph.D. scholars; currently mentoring 3 scholars