Chief Engineer (Machine Learning),
Samsung R&D Institute India - Bangalore,
India
Research Area: Deep Learning, Computer Vision, Generative AI, Neural Architecture Search, Brain Computer Interface
I have completed Ph.D. from Indian Institute of Technology Roorkee, India, under the supervision of Dr. Partha Pratim Roy on "Detection and Concealment of Text in Natural Images." I have completed B.Sc., M.Sc (CS). and M.Tech (Computer Technology) from the University of Allahabad, India in 2008, 2010 and 2015 respectively. Currently, I am working in the area of Generative AI (Vision as well as Language models). It includes the inference speed up of stable diffusion models, ondevice training of LLMs, machine unlearning, and qunatization of geneartiva ai models. Additionally, I am also interested in Neural Architecture Search technology.
Journals
IEEE Transactions on Circuits and Systems for Video Technology, ACM Transactions on Asian and Low-Resource Language Information Processing, IEICE Transactions on Information and Systems, IEEE Sensors Letters, IEEE Access, International Journal of Machine Learning and Cybernetics (Springer), Multimedia Tools and Applications (Springer), International Journal on Document Analysis and Recognition (Springer), The Visual Computer (Springer), SN Computer Science (Springer), IET Image Processing, IET Biometrics
Conferences
AAAI 2026; ACM Multimedia 2025; ICASSP 2026, 2025, 2024; ICPR 2024, 2022; CVIP 2023, 2021; ECCV 2022 (Workshop); ICFHR 2020