Doświadczenie w pracy:
• Data Engineer 08.2024- p.d.
Sberbank
- Developing analytical data marts on a Hadoop cluster on Spark and SQL
- Deploying ML models to production with MLOps practices on Airflow and Spark
- Implement internal data processing frameworks for the cross teams needs
• Big Data Developer Home Credit Bank
11.2023 - 08.2024
- Developed and maintained large-scale processing systems to support data collection, transformation, enrichment, and storage
for banking anti-fraud models.
- Implemented data pipelines using Apache NiFi, Spark, and Faust python lib.
- Collaborated with cross-functional teams to achieve business goals.
• Head of regional IT support group Home Credit Bank
2016 - 2023
- Calculated employee workload and conducted FTE analysis.
- Managed department budget analytics and prepared management reports.
- Led a team of IT specialists, ensuring high performance and reliability of IT services.
Edukacja:
• Murmansk State Technical University, Master’s degree Applied Computer Science in Economics.
Umiejętności zawodowe i inne:
• SQL DDL, queries, subqueries, window functions, CTE
• Apache Spark data processing and transformations using PySpark and Scala on Hadoop cluster
• Apache NiFi creating hi-load streaming pipelines
• Python pandas, functions, jupyter notebook
• AirFlow creating ETL pipeline, combine different sources
• Kafka Streaming processing
• Linux, Git, Cloud-based services, DevOps CI\CD, MLOps
