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Work Background
Česká spořitelnaSenior Data Scientist - Advanced analytics and optimization methods
Oct. 2023Prague, Czechia · On-siteContinuation of the AI and Machine learning solution delivery including MLOps and DevOps on the broader scale of the whole bank products within the new CS department. - Optimization methods
- Machine learning and statistics models development
- Testing of LLM within the CS processes
Česká spořitelnaData Science Risk Analyst
Sep. 2021 - Oct. 2023Prague Metropolitan AreaDevelopment of credit risk models for retail portfolio. Development of advanced ML and statistical models (XGBoost, LSTM neural nets, Kalman Filter models, Particle filters, GAN, VAE, RL models etc.).
- Python
- Java
- Jupyter
- PyCharm
- Azure Databricks
- FICO DO, Xpress Model optimization in Mosel and Python
- Visual Studio
- IntelliJ
- MS SQL
- Spyder
- Oracle
- Hive
- Spark
- Impala
KPMG Czech RepublicConsultant Risk Consulting - Quantitative stream
May. 2018 - Aug. 2021Hlavní město Praha, Česká republika- Auditing and development of mathematical and statistical models for IFRS 9 and other purposes.
- Development of tools and client solutions.
O2 Czech RepublicCustomer Experience Analyst
Aug. 2015 - May. 2018PrahaDevelopment of internal tools in VBA for data analyses. SQL data analyses.
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