Oleh Kariuk
Lead ML Engineer at SEEK Pass
Melbourne, Victoria, Australia
Summary
👤
Senior🎓
Top SchoolOleh Kariuk is a Lead ML Engineer based in Melbourne with 11 years of experience building and shipping production AI and software systems, currently leading ML efforts at SEEK Pass. He combines hands-on model development (Vision Transformers, Image Quality Assessment, document recognition) with end-to-end deployment expertise using AWS, Terraform and serverless patterns, and has owned OKR-aligned technical strategy and hiring. Previously he led engineering teams at ShipHawk delivering complex logistics features and integrations, giving him strong systems and API design instincts beyond pure ML. Colleagues describe him as analytical and structured—he digs into root causes before deciding—and he pairs that rigor with practical product thinking to improve operational workflows. Unusually for an ML lead, he also has deep experience running annotation platforms and embedding models directly into front-end, back-end, and admin tooling, speeding adoption by operational teams.
11 years of coding experience
11 years of employment as a software developer
Master's degree Data Science, Master's degree Data Science at Ukrainian Catholic UniversityMaster's degree International Economics, Master's degree International Economics at Simon Kuznets Kharkiv National University of Economics
English, Ukrainian
Github Skills (87)
annotations10
datasets10
semantic-segmentation10
labeling9
bounding-box9
training-data9
computer-vision9
standardized9
label-studio9
image-classification9
label9
text-annotation9
text-labeling9
annotator9
data-labeling9
Programming languages (5)
Github contributions (5)
MorganFujimaka/autopark
Jan 2015 - Apr 2015
Contributions:122 commits, 87 pushes, 1 branch in 2 months
MorganFujimaka/MorganFujimaka.github.io
May 2015 - Apr 2019
Contributions:5 pushes, 1 branch in 3 years 11 months
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