Big Data Analysis and Data Mining

Biography

Jie You has his expertise in machine learning and big data technologies, and particularly applications of artificial intelligence in autonomous driving. His reinforcement-learning based auto-labeling and AI computation framework creates new pathways for facilitating algorithmic researches and improving efficiency and accuracy of autonomous driving controlling strategies. He has built this framework and relevant algorithms after years of experience in research, evaluation, and development both in research institutions and enterprises. Jie You received his PhD from Heidelberg University and M.S degree from Huazhong University of Science & Technology. He is now working as Chief Technology Officer in Mingshang Technologies Ltd. in China. Mingshang Technologies was founded in 2004, which provides smart devices for vehicles and autonomous driving solutions. Mingshang has customers from China, Russia, USA and Southeast Asia, including GMC, Ford, BYD, Dongfeng, SANYI, and Caterpillar etc.

Abstract

Abstract : An end-to-end auto labeling framework for autonomous driving datasets