Guillaume Erhard
Senior Data Scientist
Strasbourg, Grand Est, France
Summary
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Senior🎓
Top SchoolGuillaume Erhard is a Senior Data Scientist and deep learning engineer based in Strasbourg with nine years of experience specializing in computer vision for geospatial and street-level imagery. He has led end-to-end pipelines at namR to extract and label nationwide street and aerial imagery, training classification, segmentation and detection models and building tooling for proprietary visual-text datasets aimed at internationalization. At Hyperplan he now applies that expertise to production data science challenges, bringing practical MVP experience and a strong background in benchmarking labeling ecosystems. His earlier work includes satellite radar applications for oceanic phenomenon detection and ADAS testing modules, reflecting a breadth from embedded systems to large-scale image analytics. Trained in imaging, robotics and signal processing, he combines research-grade methods with hands-on pipeline engineering and a knack for turning terabytes of unconventional imagery into actionable ML products.
9 years of coding experience
5 years of employment as a software developer
Bachelor of Science in Mechatronics engineering Mechatronics Robotics Mechanical Engineering Electronical Engineering, Bachelor of Science in Mechatronics engineering Mechatronics Robotics Mechanical Engineering Electronical Engineering at University of StrasbourgBachelor of Science in Physics and Chemistry Mechalnical Engineering Algebra Chemistry, Bachelor of Science in Physics and Chemistry Mechalnical Engineering Algebra Chemistry at Université de Haute-Alsace Mulhouse-ColmarMaster of Imaging Robotics and Biomedical Engineering Computer vision Statistic and Signal processing, Master of Imaging Robotics and Biomedical Engineering Computer vision Statistic and Signal processing at Télécom Physique Strasbourg
French, German, English
Github Skills (28)
transformers10
pytorch10
image-processing10
imagenet10
semantic-segmentation10
image-segmentation10
segmentation10
computer-vision10
segformer10
deep-learning9
image-data9
sequence7
pocketmine6
keras6
teamspeak6
Programming languages (2)
Github contributions (5)
GuillaumeErhard/ImageSetCleaner
Oct 2017 - Aug 2018
Contributions:34 commits, 15 pushes, 1 branch in 10 months
GuillaumeErhard/Neural-Network-visualisation-with-MATLAB
Mar 2017 - Apr 2017
Contributions:19 pushes, 1 branch, 1 issue in 19 days
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