I am currently pursuing an M.S. in Computer and Information Sciences at the University of Central Florida. Previously, I graduated with Computer Science and Engineering from SRM University.
I am particularly interested in the intersection of Human Interaction and Intelligent Systems in healthcare and medical applications.
[1]Application of Machine Learning Algorithms and Feature Selection using Genetic Algorithm: A Case Study on Cyber Attack Detection. YVK Tapas Kumar Mishra, Sai Karthik, Pradeep Sai Teja, Raja Pavan Vignesh.
In Proceedings of the 9th International Conference on Innovations in Information and Communication Technology (I2CT), 2024.
Developed a deep neural network optimized via Genetic Algorithms for hyperparameter tuning on clinical MRI datasets, achieving 94% classification accuracy under noisy and adversarial conditions. Integrated fuzzy logic to enhance model interpretability and robustness.