Qualification

PhD – thesis submitted, Government college of Engineering , Chh.Sambhajinagar

ME- Government college of Engineering , Chh. Sambhajinagar

Experience

Industrial + Teaching (Full time research scholar at Government college of Engineering , Chh. Sambhajinagar (2019-2022))

Research Interest/Area

Data Science, Machine Learning, Deep Learning, Artificial Intelligence, Facial Emotion Recognition, Hybrid Optimization Algorithms, Affective Computing, Generative Adversarial Networks (GANs), Computer Vision, and Human–Computer Interaction (HCI).

Publication

1. Atone, S.A., Bhalchandra, A.S. (2022). Autonomous Facial Expression Detection and Human-Robot-Interaction: A Survey. In: Chen, J.IZ., Tavares, J.M.R.S., Iliyasu, A.M., Du, KL. (eds) Second International Conference on Image Processing and Capsule Networks. ICIPCN 2021. Lecture Notes in Networks and Systems, vol 300. Springer, Cham. https://doi.org/10.1007/978-3-030-84760-9_43.
2. Atone, S.A., Bhalchandra, A.S. (2024). Generative Adversarial Networks in Computer Vision: A Review of Variants, Applications, Advantages, and Limitations. In: Pandit, M., Gaur, M.K., Kumar, S. (eds) Artificial Intelligence and Sustainable Computing. ICSISCET 2023. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-97-0327-2_43.
3. S. A. Atone and A. S. Bhalchandra, “Human Computer Interaction using CNN and Fuzzy Inference System (FIS),” Nanotechnology Perceptions, vol. 20, no. S2, pp. 250–267, 2024.
4. Atone, S.A., Bhalchandra, A.S. Automated compound facial emotion recognition using hybrid deep learning model and DCHBO. Res. Biomed. Eng. 41, 10 (2025). https://doi.org/10.1007/s42600-024-00391-2.

Recent Teachings: (last three years teaching specified)

A.Y. 2025-26 Semester I: Fundamental of Artificial Intelligence.