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Guodong Zeng
University of Bern, Switzerland
Institute for Surgical Technology and Biomechanics
Stauffacherstrasse 78, 3014 Bern
hc.ebinu.btsi@gnez.gnodoug
Education
Phd Candidate of Biomedical Engineering, in the Faculty of Medicine, University of Bern, Switzerland, 2017.4-Now
Master of Computer Science, Beihang University(BUAA), Beijing, 2012-2015
The Honor of outstanding graduates in Beijing
Outstanding Master's Thesis Award
National scholarship for graduate students
Bachelor of Computer Science, Jiang'xi Normal University, Nanchang, 2008-2012
Top Ten Best University Students Awards
First Class Honors with University Medal
National scholarship for undergraduate students
Research and Industry Experience
Object detection and scene understanding for autonomous driving, Research Associate, ST Engineering-NTU Corporate Laborator, Singapore, 2016.7-2017.4
- Developing techniques of deep learning for real-time detection of pedestrians and vehicles in traffic scenes with complex backgrounds
- Adopting Super resolution, which adds additional prior knowledge for tiny objects, to tackle with the poor detection accuracy and insufficient high frequency information of small objects
Artificial intelligence subsystem in mobile games, Senior Software Development Engineer, Netease Games, Hangzhou, 2015.7-2016.7
- Developed AI framework via technique of Finite State Machine(FSM) and Behavior Tree(BT) for monsters and bosses in mobile game
- Completed auto battle system to help characters to continue fighting even the player is offline
- Developed ancient god card subsystem which is responsible for skill selections
[Internship] Chitu Advertisement System, Test Engineer, Tencent Corporation, Beijing, 2013.3-2013.8
- Built an automatic test system to ensure the correct fund calculation of Chitu Advertisement System
[Internship] Transaction Agent System, Test Engineer, China Asset Management Co.,Ltd., Beijing, 2012.7-2013.1
- Developed an automatic test framework of Transaction Agent System to ensure new code in development does not bring bugs to the previous system
Technology Applications and Expertise
- Specialized Skills
- computer vision, machine learning , deep learning, medical image analysis, object detion and segmentation, person re-identification
- Markup/Programming/framework
- Python, C/C++, Java, matlab, Caffe, Tensorflow