Dmytro Yurchenko
Senior Machine Learning Engineer at SMG Swiss Marketplace Group
Zurich, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolDmytro Yurchenko is a Senior Machine Learning Engineer based in Zurich with 11 years of professional experience and a 15-year technical background spanning software engineering, SRE and ML platform work. He currently leads development of SMG’s Real Estate ML platform, enabling data scientists across analytical, ML and GenAI workflows while advising on data engineering, observability, API contracts and cost optimisation. Dmytro has a strong track record of productionising models and pipelines (Airflow, SageMaker, MLflow, DVC) and building container-based services for rapid rollout, grounded in prior senior roles at Homegate and ti&m where he focused on search, recommendations and resilient platform engineering. He combines hands-on implementation skills in Python, AWS and Datadog with systems-level thinking around CI/CD, logging and incident processes, and is comfortable bridging research and engineering teams. Notably, he brings a decades-long software engineering pedigree—from Java enterprise systems to modern ML ops—that helps accelerate trustworthy, observable ML in production.
11 years of coding experience
19 years of employment as a software developer
"Naukova Zmina" LyceumIgor Sikorsky Kyiv Polytechnic Institute
German, Russian, Ukrainian, English
Github Skills (177)
python10
windows10
command-line-interface10
etl10
automation10
mlops10
gpu10
orchestration10
data-engineering10
linux10
estate10
scheduler10
elt10
rust10
opengl10
Programming languages (9)
Github contributions (5)
smg-real-estate/public-workflows
Oct 2023 - Apr 2025
Collection of GitHub workflows available publicly
Contributions:18 releases, 4 reviews, 28 PRs in 1 year 5 months
1inuxoid/sentry-promise-tracing
Aug 2021 - Mar 2023
Sentry integration for tracking promises with unhandled rejections
Contributions:3 releases, 1 PR, 4 pushes in 1 year 7 months
breadcrumbserror-reportingjavascriptpromisessentry
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