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David Mudrauskas

PROFILE

David Mudrauskas

Developed a data engineering feature for the catalyst-cooperative/pudl repository, focusing on transforming EIA-176 energy data into a wide-table format that separates company-specific and aggregate information. This work involved building new data extraction and transformation modules using Python and Pandas, with an emphasis on modularity and maintainability. Comprehensive unit tests were implemented to ensure data integrity and accurate aggregation, supporting robust data validation throughout the ETL process. By enabling faster and more reliable querying, the feature improved the comparability of energy data across entities. The approach leveraged Dagster for orchestration, reflecting a methodical and test-driven development process.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
331
Activity Months1

Work History

November 2024

1 Commits • 1 Features

Nov 1, 2024

Monthly summary for 2024-11 focused on delivering a data engineering feature for pudl and strengthening data integrity through tests and modularization. The work centers on transforming EIA-176 data into a wide-table format that separates company-specific and aggregate data, enabling easier querying and comparison of energy data across entities.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

PythonSQL

Technical Skills

DagsterData TransformationData ValidationETLPandasUnit Testing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

catalyst-cooperative/pudl

Nov 2024 Nov 2024
1 Month active

Languages Used

PythonSQL

Technical Skills

DagsterData TransformationData ValidationETLPandasUnit Testing