Anton Waniek
Founder Principal Machine Learning & Software Engineer at Differential Analytics SRL (self-employed)
Bucharest, Romania
Summary
👤
Senior🎓
Top SchoolAnton Waniek is a founder and Principal Machine Learning & Software Engineer with nine years of experience building production-grade ML systems and large-scale backend software. Based in Bucharest, he combines a rigorous Data Science background (M.Sc. in Data Science for Decision Making) with hands-on MLOps practice—designing Kubernetes-based platforms, data ingestion pipelines, API gateways, and CI/end-to-end testing for production optimization. He has driven ML research into applied solutions from academic breathomics domain adaptation to industrial lithography equipment backends, demonstrating an ability to move projects from data exploration through deployment. Now running an independent consultancy, he emphasizes software engineering principles to make ML projects robust and maintainable in production. A pragmatic engineer who still appreciates developer ergonomics (and possibly a vim joke), he’s equally comfortable authoring low-level data tooling and designing system architecture.
9 years of coding experience
6 years of employment as a software developer
Bachelor of Science - B.Sc., Data Science and Artificial Intelligence, Bachelor of Science - B.Sc., Data Science and Artificial Intelligence at Maastricht University
Github Skills (183)
fastapi10
parallel10
python10
json-schema10
swagger10
language-server-protocol10
ray10
openapi10
optimization10
async10
swagger-ui10
api10
rest10
json10
reinforcement-learning10
Programming languages (14)
Github contributions (5)
antonwnk/ClassifyThePoint
Dec 2016 - Dec 2019
Contributions:1 push, 1 branch in 3 years 1 month
antonwnk/.dotfiles
Aug 2022 - Nov 2022
Contributions:35 commits, 49 pushes, 1 branch in 2 months
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