Andrei Vishniakov
Berlin, Germany
Summary
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RockstarAndrei 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.
9 years of coding experience
Github Skills (73)
mlops10
deep-learning10
automl10
ml10
llmops10
ai10
data-science10
tensorflow10
genai10
pytorch10
machine-learning10
llm10
pipeline9
python9
resolver9
Programming languages (7)
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
e2emlops
zenml-io/template-starter
Jul 2023 - Nov 2024
A template for a starter project for ZenML
Contributions:11 releases, 7 reviews, 12 PRs in 1 year 4 months
cookiecuttercopier-templatedata-sciencemachine-learningmlops
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