Christopher Mannes
Software Engineer at Ribbit
Based in Waterloo, Canada
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Seniority
Staff
Department
Information Technology
Location
Waterloo
Industry
Airlines and Aviation
Company size
8
Contact information
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c•••••••@flyribbit.com
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Background
About Christopher Mannes
I am a Machine Learning Engineer/Autonomy Engineer passionate about developing intelligent and autonomous systems. With a solid foundation in C++ and ROS2 development from Ribbit and WATonomous, I excel in designing and implementing reliable, efficient, and safety-critical software systems for autonomous mobile robotics. My experience spans autonomous aircraft systems, autonomous vehicles, and robotics, with a strong understanding of industry standards and best practices. Experienced in machine learning, computer vision, and robotics, with a focus on 3D object detection, domain adaptation, and knowledge distillation. As a researcher at the University of Waterloo, I made contributions to the field of domain adaptation for LiDAR-based 3D object detection, achieving notable improvements in model generalizability and domain adaptation performance. I'm excited to leverage my skills and expertise to drive innovation in the autonomy and robotics industries. Keywords: Machine Learning Autonomy Engineering Computer Vision Robotics 3D Object Detection Domain Adaptation C++ ROS2 Autonomous Systems Autonomous Vehicles Autonomous Aircraft Systems
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