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Commercialization paradigm of innovation on Ai and Gen-AI on device(Samsung mobile)Topics covered in the talk: Research to Market paradigm, Deployment challenges, Compression / Quantization, OnDevic

Series: Department Seminar

Speaker: 1. Dr. Prateek Keserwani, 2. Ashok Senapati

Date/Time: Mar 19 14:00:00

Location: CSA Lecture Hall (Room No. 112, Ground Floor)

Abstract:

Speaker Bio:
1. Dr. Prateek Keserwani is a Chief Engineer (Machine Learning) in Samsung R&D Institute-India Bangalore since 2022. He received PhD. from IIT Roorkee in 2022. His role in Samsung is in Ondevice AI and conduct R&D for large vision models that get deployed on edge devices. His current research interest are Neural Architecture Search and Generative AI. He has more than 8 years experience in domain of computer vision. During this period he worked on various problems including text detection, image super-resolution, synthetic data generation for deep learning, EEG analysis, and medical image analysis. Additionally, he also served as a guest faculty in the National Institute of Technology Allahabad, and the University of Allahabad.

2. Ashok Senapati is on roles with Samsung from last 15 years with experience System Software, Android and edge devices. He is working from more than 8 years in OnDevice AI, realizing USP features like Nightography, Intelligent gallery and Intelligent camera on Samsung devices. He realized GalaxyAI with several generative Ai models commercialization both in Large language and vision space.

Host Faculty: Prof. Sumit Kumar Mandal