I am a Research Scientist at NVIDIA hardware engineering. I am also affiliated with the University of Maryland Computer Science Department where I lead the Computational Entomology group, part of the Perception and Intelligence lab.
My current research combines machine learning and computational imaging to solve real problems. My focus is on breaking down and understanding the first principles of the problem and then building these principles back up into a machine learning solution rather than treating the model as a black box.
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