Hello!
Thank you for taking the time to go over my profile. I am currently working at AMD as a senior staff engineer in Machine Learning and Computer Vision Group. I am also serving as the chairman of the Khronos OpenVX™ working group committee and deeply involved in the Khronos NNEF™ working group.
If you have any queries about Machine Learning and Computer Vision activities at Khronos or AMD, please send me a mail.
MIVisionX ML Model Validation Tool using pre-trained ONNX/NNEF/Caffe models to analyze, summarize, & validate..
Collaborated with Mike Schmit, Hansel Yang, Lakshmi Kumar, & Seyedreza Najafi from ML Computer Vision Group at AMD
MIVisionX Inference Analyzer using pre-trained ONNX/NNEF/Caffe models to analyze and summarize images.
ADAT, is a comprehensive set of help tools for neural net creation, development, training and deployment. The Toolkit provides users with help tools to design, develop, quantize, prune, retrain, and infer neural network work in any framework. The Toolkit is designed to help users deploy their work to any AMD or 3rd party hardware, from embedded to servers.
Collaborated with Mike Schmit, Director of Software Engineering, ML Computer Vision Group at AMD
Radeon Loom Stitching Library is a highly optimized library for 360-degree video stitching applications
Real-time live 360-degree video stitching optimized for Radeon Pro Graphics, supports upto 31 cameras and upto 7680x3840 output resolution
Dissertation Work:
Embedded Vision Summit 2021 - OpenVX 1.3: An Open Standard for Computer Vision Software Acceleration
Khronos Educational Webinar - 2020 - The Advantages of Performance, Portability, and Memory Footprint in OpenVX
All-Russian Conference on Artificial Intelligence - 2020 - The Russian Congress united on one platform for the Russian Association of Artificial Intelligence, the Interregional Association for Cognitive Studies, the Russian Neural Networks Society and the Russian Physiological Society. Talk about Machine learning using open-source API
Graphicon 2020 - the 30th anniversary international conference on computer graphics and machine vision at the ITMO University. Talk about Computer Vision using OpenVX 1.3 at St. Petersburg, Russia
Embedded Vision Summit 2020 - Democratizing Computer Vision and Machine Learning with Open, Royalty-Free Standards: OpenVX
Graphicon 2019 - MIVisionX: Computer Vision & Machine Learning with OpenVX at Bryansk, Russia
MIVisonX Inference Tutorial - 2019 - Hands-on Inference tutorial at IEEE SPS Santa Clara Valley's Machine Learning event
Inference with OpenVX - 2019 - at Khronos day-long hands-on Hardware Acceleration for Machine Learning and Computer Vision through Khronos Open Standard APIs at Embedded Vision Summit 2019
NAGAP 28th Annual Conference - Research talk on "Improving Your CRM on a Shoestring Budget" at New Orleans
Chairman (’19, ’20, & ’21) of The Khronos OpenVX™ working group committee
Vice Chairman (’18, ’19, & ’20), Secretary (’17), & Treasurer (’16) of the Institute of Electrical and Electronics Engineers (IEEE) Signal Processing Society (SPS) Santa Clara Valley Chapter
Chairman of the Student Health Advisory Board at SIU Carbondale (’10, & ’11)
Vice President of Omega Delta Phi Fraternity, Inc. at SIU Carbondale (’09, & ’10)
President of National Service Scheme group at VIT, Bangalore, India (’06, ’07, & ’08)