Andrei Vishniakov
MLOps Lead at JetBrains
Berlin, Germany
Summary
🤩
Rockstar🎓
Top SchoolAndrei Vishniakov is an MLOps lead based in Berlin with eight years of experience architecting and operationalizing ML platforms across enterprises and startups. He has driven company-wide MLOps rollouts — from Databricks and Tecton at HelloFresh to unifying multiple orchestration frameworks into a single scalable platform at JetBrains, growing adoption from zero to 140 users in under a year. Andrei blends deep hands-on engineering (Kubeflow, Argo, MLflow, Kubernetes, Python, TensorFlow) with strategic vendor PoCs, internal advocacy, and mentoring to make AI development both reproducible and joyful for teams. His background spans edge-deployed CV and anomaly-detection solutions at SAP to open-source product and roadmap work at ZenML, showing a rare mix of production rigor and community-facing product sensibility. Colleagues rely on him to translate recurring ML workflow bottlenecks into pragmatic frameworks that democratize best practices and reduce vendor lock-in.
8 years of coding experience
15 years of employment as a software developer
Specialist (MA Equivalent) Management Automated Data Processing, Specialist (MA Equivalent) Management Automated Data Processing at Saint Petersburg State University of Aerospace and Instrumentation
English, Русский, German
Github Skills (85)
python10
cml10
model-management10
mlops10
deep-learning10
automl10
mlops-workflow10
portable10
ml10
llmops10
ai10
kubernetes10
data-science10
tensorflow10
watson10
Programming languages (6)
Github contributions (5)
zenml-io/template-e2e-batch
Aug 2023 - Nov 2024
A copier template repository for a e2e batch ZenML MLOps pipeline.
Contributions:19 releases, 18 reviews, 49 PRs in 1 year 3 months
zenml-io/template-llm-finetuning
Mar 2024 - Nov 2024
A template for finetuning LLMs using ZenML
Contributions:5 releases, 9 reviews, 7 PRs in 7 months
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