Years of experience: 9

✔️ ITTraderPortfolio ManagerQuantitative Analyst🏦 FinanceBanking Operations

Trust Score

Highly reliable; strong professional involvement.

65%
Jakub's Career Path
Senior Data Scientist - Advanced analytics and optimization methodsOct. 2023 -
Present
Česká spořitelnaSenior Data Scientist - Advanced analytics and optimization methods
Prague, 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
Data Science Risk AnalystSep. 2021 -
Oct. 2023
Česká spořitelnaData Science Risk Analyst
Prague 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
Consultant Risk Consulting - Quantitative streamMay. 2018 -
Aug. 2021
KPMG Czech RepublicConsultant Risk Consulting - Quantitative stream
Hlavní město Praha, Česká republika- Auditing and development of mathematical and statistical models for IFRS 9 and other purposes. - Development of tools and client solutions.

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