With interest in deep learning, scalable production ML systems, and computer vision, my resarch highlights include action recognition with Independent Subspace Analysis, and object detection with convolutional networks. With natural languages, we took the word-embedding idea to machine translation. I also worked simulation of cognition of approximate visual number sense and heterogeneous causal learning for contextual bandits.