Academic Information
Pursuing Ph.D, IIT(ISM),Dhanbad
Research Areas
Research Interests
My research interests lie in Machine Learning, Internet of Things (IoT), and Federated Learning, with a focus on privacy-preserving and efficient intelligence at the network edge. I am particularly interested in developing distributed learning frameworks for resource-constrained IoT systems, enabling collaborative model training without centralized data sharing. My work explores applications such as intelligent sensing, autonomous systems, and smart environments, emphasizing data security, scalability, and real-world deployment. Through combining advanced ML models with federated and edge computing paradigms, I aim to build robust, privacy-aware solutions for next-generation connected systems.
Courses Taught
Computer Organisation and Architecture
Operating System
Computer Graphics
E-commerce
Automotive
Positions Held
Software Tester at Perennation Computer Solutions Global Pvt. Ltd.
Publications
1. Saha, S., Das, A., Kumar, A., Biswas, D., Saha, S. (2020). Ethical Hacking: Redefining Security in Information System. In: Chakraborty, M., Chakrabarti, S., Balas, V. (eds) Proceedings of International Ethical Hacking Conference 2019. eHaCON 2019. Advances in Intelligent Systems and Computing, vol 1065. Springer, Singapore. https://doi.org/10.1007/978-981-15-0361-0_16
2. Mazumdar K, Saha S, Ali SR, Singh VP (2020) Modelling of InAs nanowire and MOSFET under phonon emission and absorption by using NEGF formalism. Superlattices and Microstructures 150:106758–106758. https://doi.org/10.1016/j.spmi.2020.106758
3. Behera R, Baral,P., Saha,S., Das,S (2017) Emotion based Classification of Human Voice using an Optimized Machine Learning Approach, International Journal of Control Theory and Applications.