Anton Kiselev
Senior Machine Learning Engineer at Zalando
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolAnton Kiselev is a Senior Machine Learning Engineer in Berlin with eight years of experience building production ML systems, currently focusing on neural search and scalable ML pipelines at Zalando. He combines applied research in query understanding and intent with hands-on engineering—shipping forecasting, recommender, and NLP solutions using Kubeflow, SageMaker, CatBoost, and PyTorch. His background spans end-to-end delivery from prototype to deployment across retail, healthcare, and finance, and he maintains experience with model explainability (SHAP) and on-device inference. Trained at Yandex School of Data Analysis and Innopolis University, Anton blends strong mathematical foundations with practical MLOps expertise, often bridging data science and platform engineering to move models into reliable production.
8 years of coding experience
6 years of employment as a software developer
Bachelor's degree Mathematics. Applied Mathematics., Bachelor's degree Mathematics. Applied Mathematics. at Ural State University named after A.M.GorkyMaster's degree Data Sсience, Master's degree Data Sсience at Innopolis UniversityComputer Science, Computer Science at Yandex School of Data Analysis
Russian, English, German
Github Skills (129)
kubeflow10
dialog10
kedro10
mlops10
dialogue-systems10
efficientnet10
pipeline10
intent-classification10
kubeflow-pipelines10
kubernetes10
artificial-intelligence10
data-science10
detection-model10
tekton10
machine-learning10
Programming languages (6)
Github contributions (5)
strawberrypie/bert_adapter
May 2019 - Feb 2021
Implementation of the paper Parameter-Efficient Transfer Learning for NLP, Houlsby [Google], 2019. Published in ICML 2019.
Contributions:18 commits, 1 PR, 15 pushes in 1 year 9 months
nlpbertdeep-learningtransfer-learningmachine-learning
AICommunityInno/meetups
Oct 2018 - Nov 2018
Presentations and Jupyter notebooks from various meetups and workshops.
Contributions:16 commits, 12 PRs, 8 pushes in 26 days
pythonjupyter-notebooknotebookjupyterlabnotebooks
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