[For referral requests, send your resume, LinkedIn profile and interested job IDs to rimehta@nvidia.com. I’ll only refer candidates who I believe to be strong fit.]A computer science grad with extensive applied & research experience in machine learning, deep learning and computer vision. My primary areas of focus are 3D reconstruction and generative ML. Previously I have worked on image processing, super-resolution, supersampling and robustness in deep learning. I also have experience working on digital humans creation and perception tasks in autonomous driving. My research is well cited and published at top conferences such as ICML UDL and ACM IMC.I am currently a Senior ML Engineer/Researcher at Samsung Labs. Before that, I was a Research Scientist at Intel, working as a team lead for the project on improving inference speed of NeRF by order of magnitude. I have past research experiences at Samsung and IIT Delhi.I'm skilled in Python, Java and C++. I am a PyTorch guy, although with the nostalgic love for Keras. Above all else, I claim my greatest strengths to be creative thinking and ability to integrate ideas from different fields. Besides ML, my other interests include Algorithms theory, Cryptography, Augmented Reality and Virtual Reality. In my free time I like to be nerdy about all things from space travel to quantum computing.