Kacper Glugla
Senior Data Engineer
Poznań, Poland
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Senior Data Engineer with a proven track record of harnessing the power of data to drive innovation and efficiency. With over 10 years of experience in the field, I specialize in data processing, cloud solutions, and data storage, with a strong foundation in programming languages in Python and SQL.
Area of Expertise
Topics
Migracja SQL Servera na Databricks – praktyczny poradnik z wykorzystaniem GenAI
Praktyczna sesja pokazująca, jak skutecznie przenieść obciążenia z SQL Servera do Databricks Lakehouse z maksymalnym wykorzystaniem sztucznej inteligencji.
Omówimy:
- Strategie migracji (Analytics-First, ETL-First, Lift-and-Shift)
- Lakebridge + GenAI w automatyzacji analizy i konwersji kodu T-SQL / SSIS
- Unity Catalog, Lakehouse Federation, column masking i Row Level Security
- Najlepsze praktyki budowania medallion architecture oraz parallel run
Sesja skierowana do DBA, inżynierów danych, architektów i BI Developerów.
Practical Databricks FinOps: Strategies for Cost Optimization in Data Lakehouse
This session will explore effective strategies for optimizing costs on the Databricks platform through data-driven Financial Operations (FinOps) practices. Attendees will learn how to leverage system data to generate actionable insights, develop cost-saving recommendations tailored to specific departments, and implement proactive alerts to prevent budget overruns. Additionally, the session will cover the integration of Generative AI to provide analysts with personalized query optimization recommendations, enhancing efficiency and reducing costs. Join me to discover practical approaches to maximizing the value of your Databricks investment while maintaining fiscal discipline.
Language will be chosen during the session (PL/ENG).
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