Pascale Walters
Senior Machine Learning Engineer at nesto
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolPascale Walters is a Senior Machine Learning Engineer with nine years of experience applying deep learning to computer vision problems, currently focused on indoor mapping and visual positioning. She has led teams from research to production—designing model pipelines, driving stakeholder R&D, and mentoring engineers—most recently at Mappedin and now at nesto. Her background spans sports analytics, medical imaging, and production broadcast-video tracking, giving her a rare blend of academic rigor and hands-on systems engineering. Pascale is adept at translating novel research into scalable products and has repeatedly secured stakeholder buy-in for R&D that became production features. Off the clock she’s as comfortable on the rugby pitch as she is debugging model deployments, which speaks to her collaborative, driven approach.
9 years of coding experience
6 years of employment as a software developer
High School, High School at Harbord Collegiate InstituteMaster's degree (MASc), Systems Design Engineering, Master's degree (MASc), Systems Design Engineering at University of Waterloo
English, French
Github Skills (17)
benchmark4
pytorch4
toolbox4
efficientnet4
calibration3
object-detection3
camera3
openmmlab3
camera-calibration2
homography2
computer-vision2
python1
sift1
image-classification1
deep-learning1
Programming languages (2)
Github contributions (5)
pascalewalters/pascalewalters.github.io
Jul 2018 - Apr 2021
Contributions:2 PRs, 49 pushes, 3 branches in 2 years 9 months
pascalewalters/team-rad
Oct 2018 - Mar 2019
Contributions:31 commits, 26 pushes, 6 branches in 5 months
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