Adrian Dembek
Principal Data Scientist
Warsaw, Masovian Voivodeship, Poland
Summary
👤
Senior🎓
Top SchoolAdrian Dembek is a Principal Data Scientist based in Warsaw with nine years of experience helping organizations translate business needs into machine learning solutions, especially in customer and marketing analytics. He combines strong statistics and economics training with hands-on engineering in cloud platforms (GCP/Azure), feature engineering, and model tuning (LightGBM, Optuna, tsfresh) to deliver production-ready forecasting, churn, and personalization systems. Adrian has led end-to-end projects from PoC to pipeline—predicting thousands of time series for a Swiss manufacturer and building ad personalization for an app with hundreds of millions of daily users. He pairs technical delivery with project and product thinking, often owning business development, risk assessment and stakeholder communication in engagements. Notable for automating large-scale modeling workloads (over 1,000 models for home insurance) and combining behavioral segmentation with classical econometric insight, he focuses on solutions that demonstrably drive commercial value.
9 years of coding experience
7 years of employment as a software developer
Master's degree Quantitative Methods in Economics and Information Systems, Master's degree Quantitative Methods in Economics and Information Systems at SGH Warsaw School of Economics
English, Russian
Github Skills (7)
kedro1
kubernetes1
kubeflow1
kubeflow-pipelines1
mlops1
r-package1
foundation1
Programming languages (3)
Github contributions (5)
adrian-dembek/kaggle-hm-kedro
Apr 2022 - Apr 2022
Contributions:1 review, 25 commits, 1 PR in 3 days
adrian-dembek/CreditDefault
Apr 2017 - Apr 2017
Contributions:9 pushes, 1 branch in 1 day
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