Experience

BYTON

• Autonomous Driving Engineer

  • Jul 2018 - Present

  • Knowing all the framework of Autonomous Driving field.• Perception-traffic light detection using COCO, Udacity, Apollo and LISA datasets.• RTK base station and rover station testing and configuration.• Leading HD map generation, using graph SLAM algorithm and develop a map tool.



University of Michigan - Rackham Graduate School

• Graduate Research Assistant

  • Sep 2016 - Jul 2018

  Graduate student with a scholarship, advised by Dr. Yi Lu Murphey (IEEE Fellow).Worked on object recognition, image processing, time series data analysis and mining, and Machine learning. • Personized Route Prediction worker with Ford Company using ADAS RP software and HMM.• Data reduction, Data correlation analysis, feature selection, cluster analysis.• Driving maneuvering detection using vehicle signals and video signals by NN, SVM, VGG-19, LSTM.• Stop sign and traffic… Graduate student with a scholarship, advised by Dr. Yi Lu Murphey (IEEE Fellow).Worked on object recognition, image processing, time series data analysis and mining, and Machine learning. • Personized Route Prediction worker with Ford Company using ADAS RP software and HMM.• Data reduction, Data correlation analysis, feature selection, cluster analysis.• Driving maneuvering detection using vehicle signals and video signals by NN, SVM, VGG-19, LSTM.• Stop sign and traffic light detection using Yolo model and LSTM.• Labeling program design and data visualization. Show more Show less