Brooks Perry
SSenior ML Engineer at Everline Group | ex-Canadian Tire
- Everline Group
- Vancouver, BC · PT (UTC-8)
- 9+ years experience
- University of Toronto
- English
Messaging unavailable
Overview
9 years in software engineering, the last 2 at Everline Group, where I work on the ML platform team. Cut p99 latency on the ML platform services from 524ms to 52ms. Before that: Canadian Tire and Thomson Reuters.
Good reasons to reach out
- Speaking or podcast invitations
- Working sessions on Python
Please don't message about
- Offshore staffing offers
- Data broker offers
- Crypto token projects
Answers in batches on Fridays
Skills
CUDAPythonmodel servingRayKubeflowfeature storesPyTorch
Experience
- Senior ML EngineerAug 2024 - PresentEverline Group · 2 yr 2 mo · Full-time · Vancouver, BC
- Wrote the metric definitions the leadership team reviews every week.
- Moved the homepage from rules to a learned ranker.
- ML EngineerAug 2021 - Aug 2024Canadian Tire · 3 yr · Full-time · Vancouver, BC
- Moved the homepage from rules to a learned ranker.
- Wrote the metric definitions the leadership team reviews every week.
- ML EngineerJan 2019 - Aug 2021Thomson Reuters · 2 yr 7 mo · Full-time · Vancouver, BC
- Wrote the metric definitions the leadership team reviews every week.
- ML EngineerOct 2017 - Jan 2019Ubisoft · 1 yr 3 mo · Contract · Vancouver, BC
- Taught SQL to 71 non-analysts.
- Moved the homepage from rules to a learned ranker.
Projects
Write-up: recommendation systems in practice
2026A long-form guide to recommendation systems for people starting out.
Side project: a reading list app
2023Built with PyTorch and model serving. 3040 people used it last year.
References
No references yet.
Education
- University of TorontoBASc, Computer Engineering2013 - 2017
Details
Compensation expectations
What they are targeting for their next role.
Visible to connections
Direct contact details
Direct email and a scheduling link.
Visible to connections