Rui Hou is a seasoned professional in the field of computer science and machine learning, currently serving as a Senior Applied Scientist at Amazon since August 2020, focusing on computer vision models for edge devices within the Amazon AGI - Vision Foundation Model team. Prior to Amazon, Rui worked at Niantic, Inc. as a Machine Learning Software Engineer, leading a semantic segmentation project for mobile devices. Rui's academic background includes a PhD in Computer Science from the University of Central Florida, where a significant research contribution was made in 3D convolution-based video action recognition. Experience also includes internships at Google, where work involved recognizing poles in LiDAR data and factor analysis for big data applications. Educational credentials also feature a Master's degree in Electrical and Electronics Engineering from Arizona State University and a Bachelor's degree in Telecommunications Engineering from Beijing University of Posts and Telecommunications.
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