Stanislav Smirnov
Senior Data Scientist
Cologne, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolStanislav Smirnov is a Senior Data Scientist based in Cologne with nine years of experience applying ML and data engineering to payments optimisation, routing and orchestration in e-commerce. He has driven end-to-end projects from research to production at Cleverbridge, including the CleverAutomations product and a Dynamic Retries system that improved retry success by 25–50%. With a background in signal processing (M.Sc.) and early careers in RF/network optimisation, he blends rigorous modeling skills with practical cloud-native engineering using Azure, AWS SageMaker, Databricks and Airflow. Stanislav moves fluidly between building scalable data warehouses, production microservices and ML workflows, and often leads small cross-functional teams to turn POCs into revenue-driving products. A detail that sets him apart: his academic work in signal and image processing informs feature engineering approaches that squeeze extra predictive power from noisy transaction and network data.
8 years of coding experience
10 years of employment as a software developer
Master of Science (M.Sc.) Electrical system engineering (Signal and Information Processing), Master of Science (M.Sc.) Electrical system engineering (Signal and Information Processing) at Paderborn UniversityMaster of Science (M.Sc.) Telecommunication, Master of Science (M.Sc.) Telecommunication at Ufa State Aviation Technical University
English, German, Russian
Github Skills (45)
python9
linear-regression9
machine-learning9
deep-learning9
classification8
regression8
tensorboard8
tensorflow8
svm8
binder8
autoencoder8
genetic-algorithm8
neural-network8
ode7
optuna7
Programming languages (3)
Github contributions (5)
mrStasSmirnoff/Udemy-backend-restapi-python-django
Aug 2022 - Sep 2024
Contributions:2 PRs, 27 pushes, 3 branches in 2 years 2 months
mrStasSmirnoff/ML_Engineering
Aug 2020 - Oct 2022
Production related topics: APIs, Unit testing etc.
Contributions:5 PRs, 20 pushes, 5 branches in 2 years 2 months
apitestingunitproductionunit-testing
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