Carson Mclean
MLOps at Exo
Edmonton, Alberta, Canada
Summary
👤
Senior🎓
Top SchoolCarson 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.
11 years of coding experience
3 years of employment as a software developer
BSc Honors, Computing Science, 3.8 CS GPA, BSc Honors, Computing Science, 3.8 CS GPA at University of AlbertaMaster of Science (MSc), Computer Science, Master of Science (MSc), Computer Science at University of TorontoTempo School
English, French, Latin
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (33)
operator9
kubernetes7
spinnaker6
continuous-delivery5
continuous-deployment5
yaml4
kibana2
python2
k8s2
elasticsearch2
css1
linux1
machine-learning1
mvc1
websocket1
Programming languages (4)
Github contributions (5)
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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