Carson Mclean

MLOps at Exo

Edmonton, Alberta, Canada
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Summary

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Senior
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Top School
Carson Mclean is an MLOps engineer with 11 years of experience combining software engineering, machine learning, and cloud infrastructure to make teams more productive and reliable. Currently at Exo, he builds production ML platforms using AWS, Kubernetes, and Terraform, and previously applied domain adaptation and distillation techniques to messy, small datasets at Georgian. His background includes MSc work on ML in healthcare at UofT and hands-on roles at Uber and Intuit, giving him fluency across backend systems, DevOps, and applied research. Carson’s approach emphasizes understanding people and organizational constraints before designing tooling and automations, which helps deliver practical, user-focused solutions. Outside of engineering he’s taught software design and even led community dance instruction, hinting at a knack for communication and mentorship that complements his technical depth.
code11 years of coding experience
job3 years of employment as a software developer
bookBSc Honors, Computing Science, 3.8 CS GPA, BSc Honors, Computing Science, 3.8 CS GPA at University of Alberta
bookMaster of Science (MSc), Computer Science, Master of Science (MSc), Computer Science at University of Toronto
bookTempo School
languagesEnglish, French, Latin
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Stackoverflow

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Github Skills (35)

controller9
operator9
kind8
kubernetes7
k8s6
spinnaker6
velocity5
continuous-deployment5
continuous-delivery4
cfml3
devops3
open-source2
python2
css1
linux1

Programming languages (3)

ShellC++Go

Github contributions (5)

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carsonmclean/CSC411-CSC2515

Sep 2018 - Oct 2018

Contributions:39 commits in 22 days
carsonmclean/csc2558

Dec 2019 - Jan 2020

Contributions:50 commits, 11 pushes in 1 month
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