Zhang Handuo received B.Eng. and M.Sc. degree from Northeastern University, China. After working as Research Associate at Shenyang Institute of Automation, Chinese Academy of Sciences, for 3 years, he pursued his PhD from NTU, Singapore, where he published 8 academic papers on robotic perception and localization and led a team on an integrated environment sensing system project for unmanned vehicles based on a stereo vision system. Since joining Mind Pointeye as AI Scientist, he has led or participated in many projects on video analysis and edge ML platform development.