Leonid Pishchulin is a Research Scientist at Amazon. Prior to joining Amazon he was a PhD student at the Max Planck Institute for Informatics, Germany. His research interests are in the area of Computer Vision and Machine Learning. In particular, he has been working on articulated human pose estimation in monocular images, 3D human shape modeling and human activity recognition in video streams.