Alex Collins
Staff Machine Learning Engineer at Canva
Sydney, New South Wales, Australia
Summary
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Rockstar🎓
Top SchoolAlex Collins is a Staff Machine Learning Engineer based in Sydney with 11 years of experience blending software engineering, ML, and distributed systems design. Holding a PhD in Theoretical Physics from UNSW, he has progressed from core software roles at Dolby and Fairfax to leadership positions at CSIRO Data61 and senior ML engineering at Canva, where he now leads production ML initiatives. He excels at translating complex data and physics-informed models into scalable, reliable systems and platform tooling for teams. Known for bridging research-grade rigor with pragmatic engineering, he frequently leads cross-functional efforts in graph analytics, data platforms and ML infrastructure. An unexpected strength is his background in computational physics, which informs creative approaches to model design and system performance optimization.
11 years of coding experience
15 years of employment as a software developer
Bachelor of Science (BSc Hons 1) Physics, Bachelor of Science (BSc Hons 1) Physics at University of New South WalesUNSW Sydney
Stackoverflow
8,173reputation
1.4mreached
61answers
68questions
authentication
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log4j
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maven
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Github Skills (200)
docker-registry10
maven10
tester10
web-frontend10
bottle10
servlet-filter9
linux9
rest9
jsdoc9
api9
python-web9
cli9
rust9
testing9
authentication9
Programming languages (18)
Github contributions (5)
atcol/config-files
Nov 2016 - Jun 2026
Software runtime configuration files for consistent development environments
Contributions:3 PRs, 129 pushes, 5 branches in 9 years 7 months
atcol/docker-registry-ui
Mar 2018 - Jan 2023
A web frontend/UI for easy private/local Docker Registry integration
Contributions:5 releases, 4 commits, 13 PRs in 4 years 11 months
docker-registryweb-frontend
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