Dr. S. Anusuya has been a lifetime member of the Institution of Engineering and Technology since 2018. She actively contributes to IEEE Women in Engineering as both a member and student branch coordinator. She organized key WIE events, including "Gender Specific Human Computer Interaction (HCI)" for inclusive technology design and "Sangamam" focused on farmers. She has published research papers on Medical Image Segmentation in IEEE Xplore and the ACM Digital Library. She engages in technical workshops, FDPs, and conferences. Recently, she presented "A Hybrid Approach to Classify Multiclass Imbalanced Datasets" and "Performance Evaluation of a Multiclass Classification Model for Marine Objects" at an international IEEE conferences. Her work bridges inclusive design and innovative machine learning applications, advancing both academia and industry.