Jun Lou
Software And ML Engineer - Road Perception at Mercedes-Benz AG
Sindelfingen, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolJun Lou is an R&D software and machine learning engineer with nine years of experience focused on autonomous driving, robotics, and perception systems. Currently at Mercedes-Benz, he develops end-to-end models and auto-labeling pipelines for road and lane perception, having previously led vehicle localization, mapping, and large-scale ADAS data collection efforts. His background blends academic research in visual-inertial odometry and pose-graph optimization with practical deployment of perception and data-ingest platforms in production vehicle programs. Comfortable as both engineer and product owner, he bridges research, software engineering, and operational data pipelines to accelerate perception development. Based in Sindelfingen, Germany, he combines mechatronics training from KIT and Zhejiang University with hands-on robotics projects ranging from care-robot grasping to cable-driven platform experiments. Notably, his work emphasizes turning novel localization and mapping research into robust, scalable systems for automotive safety features.
9 years of coding experience
7 years of employment as a software developer
Master of Science (M.Sc.) Mechatronics and Information Technology, Master of Science (M.Sc.) Mechatronics and Information Technology at Karlsruhe Institute of Technology (KIT)Bachelor of Engineering (B.Eng.) Mechatronic Engineering, Bachelor of Engineering (B.Eng.) Mechatronic Engineering at Zhejiang University
German, English, Chinese
Github Skills (39)
bag6
raw-data6
semantic-segmentation6
converting6
ros5
object-detection5
kitti5
kitti-dataset5
sensor-fusion5
deep-learning5
caffe4
converter4
evaluation4
machine-learning4
cubing4
Programming languages (2)
Github contributions (5)
robinloujun/SensorFusion_CNN
Apr 2018 - Jul 2020
Contributions:4 commits, 6 pushes, 1 branch in 2 years 4 months
robinloujun/object_recognition
Aug 2018 - Dec 2018
Contributions:14 commits, 13 pushes, 1 branch in 4 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.