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Rafal MazurRM
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Rafal Mazur

@rafalmazur

Data Scientist and Analyst turning complex data into scalable ML and business-ready insights.

Poland
Message

What I'm looking for

I’m looking for a role where I can build production-ready ML and analytics—combining Python, SQL, and cloud pipelines—with cross-functional ownership to improve decision-making, accuracy, and measurable business impact.

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

CM

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.

HS

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 logoWE

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.

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