William Guimont-martin

Ph.D. Student In Deep Learning And Mobile Robotics at Université Laval

Guelph, Ontario, Canada
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Summary

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William Guimont-martin is a Ph.D. student specializing in deep learning and mobile robotics at Norlab, Université Laval, with 11 years of experience applying computer vision and ML to real-world sensing problems. His research focuses on leveraging deep learning for LiDAR perception, building on a progression from master's research and multiple industry internships in computer vision, AR/VR, and ultrasound analysis. He is a Candidate to the engineering profession (CEP) and has been involved in pedagogical development as a teaching assistant across robotics and deep learning courses. William also co-authored work that led to an allowed US patent in aerial cable detection and 3D modeling, evidencing an ability to translate research into protected industry impact. Comfortable bridging academia and industry, he combines rigorous experimental research with practical system development for robotics and sensing pipelines. Based in Guelph, Ontario, he brings a rare mix of invention-driven thinking and hands-on implementation across perception, automation, and teaching.
code11 years of coding experience
job1 year of employment as a software developer
bookDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Université Laval
bookSciences Naturelles, Sciences Naturelles at Cégep Limoilou
languagesFrench, English
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Stackoverflow

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41reputation
1kreached
2answers
0questions
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Github Skills (25)

profanity10
zksync9
binder9
filter8
kalman8
robotics7
kalman-filter7
computer-vision6
abaqus6
genetic6
machine-learning6
ransac6
python6
genetic-algorithm4
timer4

Programming languages (10)

DockerfileJavaC++ShellJavaScriptVueHTMLJupyter Notebook

Github contributions (5)

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Website
Contributions:9 PRs, 163 pushes, 26 branches in 6 years 4 months
willGuimont/state_machine

Nov 2018 - Apr 2024

Contributions:6 pushes, 1 branch in 5 years 5 months
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William Guimont-martin - Ph.D. Student In Deep Learning And Mobile Robotics at Université Laval