My research primarily focuses on developing technologies that allow state of the art deep learning systems to be deployed on commodity class devices. To this end, I work on improving core deep learning operations and developing novel resource efficient architectures. I typically work with computer vision systems for both frame and video classification, but am very interested in language processing and context understanding.