Rafal Mazur
@rafalmazur
Data Scientist and Analyst turning complex data into scalable ML and business-ready insights.
What I'm looking for
I’m a Data Scientist and Analyst with 3+ years of experience building scalable analytics solutions across e-commerce, retail, and banking. I translate complex data into actionable business recommendations through hands-on predictive analytics, econometric modeling, and rigorous statistical methods.
In my current role as a Senior Data Scientist (Credit Risk) at PKO BP, I design and implement ML models for Probability of Default and Over-indebtedness using Python and GCP. I’ve also led a migration of enterprise risk data warehouses from SAS to GCP and applied causal inference and statistical significance testing to improve accuracy and regulatory compliance.
Previously at CCC TECH / Modivo, I drove marketplace performance analysis and KPI dashboarding in a high-volume e-commerce environment, building ETL/ELT solutions with Databricks, Azure Data Lake, and Airflow to improve processing efficiency. I also optimized semantic models and Power BI reporting, delivering faster dashboards across 5+ business departments while developing anomaly detection monitoring to spot irregular traffic and sales patterns.
Experience
Work history, roles, and key accomplishments
Senior Data Scientist
PKO BP
Jun 2025 - Present (11 months)
Designed and implemented Probability of Default and over-indebtedness ML models in Python on GCP using econometric and predictive modeling. Migrated enterprise risk data warehouses from SAS to GCP and applied causal inference and statistical significance testing to improve model accuracy and regulatory compliance.
Data Analyst / Engineer
CCC Tech / Modivo
Jul 2023 - May 2025 (1 year 10 months)
Conducted marketplace performance analysis and built KPI dashboards to support pricing and BI initiatives in a high-volume e-commerce environment. Built ETL/ELT pipelines with Databricks, Azure Data Lake, and Airflow (+25% processing efficiency, -20% manual analysis time) and optimized Power BI DAX for 30% lower dashboard latency.
Junior Data Analyst
Hasco-Lek S.A.
Oct 2022 - Jun 2023 (8 months)
Built Power BI dashboards with row-level security for sales commissions, labor efficiency, and YTD analysis, improving SQL query performance by 25%. Delivered business analyses for sales decision-making and led data validation during a data warehouse implementation.
Education
Degrees, certifications, and relevant coursework
Wrocław University of Economics
Bachelor's in Management and Production Engineering, Management and Production Engineering
2019 - 2023
Earned a bachelor's degree in Management and Production Engineering at Wrocław University of Economics from 2019 to 2023.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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