Subindu Saha

Assistant Professor

[email protected]

Vidwan Profile Google Scholar

Academic Information

Pursuing Ph.D, IIT(ISM),Dhanbad

Research Areas

Machine Learning IoT Federated Learning

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

Digital Electronics
Computer Organisation and Architecture
Operating System
Computer Graphics
E-commerce
Automotive

Positions Held

Assistant Professor in Institute of Engineering and Management
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.