
Pankaj Rajak
My current research work is on the theory and application of reinforcement learning, generative models, geometric neural network... | San Diego, California, United States
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Pankaj Rajak’s Location San Diego, California, United States
Pankaj Rajak’s Expertise My current research work is on the theory and application of reinforcement learning, generative models, geometric neural network such as graph network for inverse design of material with desired physical properties. Beside this, my research interest also includes meta-learning and current challenges in these models such as problems related to task-memorization in few-shot learning. Previously, during my PhD I worked on large scale molecular dynamics simulation of materials consisting of billions of atoms, uncertainty quantification, active learning for the synthesis of quantum materials, generative models such as variational auto-encoders and normalizing flows for 3-d point clouds of geometric objects and on problems related to relation extraction and named-entity recognition in natural language processing
Pankaj Rajak’s Current Industry Amazon
Pankaj
Rajak’s Prior Industry
University Of Southern California
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Argonne National Laboratory
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Amazon
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Work Experience

Amazon
Applied Scientist II
Thu Dec 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Amazon
Applied Scientist
Sat May 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Dec 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)
Argonne National Laboratory
Postdoctoral Research Scholar
Mon Oct 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat May 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)
University Of Southern California
Research Assistant
Mon Aug 01 2011 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Jul 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time)
University Of Southern California
Summer Reserch Intern
Sat May 01 2010 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Jul 01 2010 00:00:00 GMT+0000 (Coordinated Universal Time)
University Of Southern California
Summer Reserch Intern
Fri May 01 2009 00:00:00 GMT+0000 (Coordinated Universal Time) — Wed Jul 01 2009 00:00:00 GMT+0000 (Coordinated Universal Time)