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Michał Sieczczyński

PROFILE

Michał Sieczczyński

Developed automated benchmarks for the Backward Hcal detector in the eic/detector_benchmarks repository, focusing on streamlining detector performance evaluation. Leveraged Python, C++, and Snakemake to create workflows and configuration files that automate simulation and analysis across various particle interactions and energy levels. Integrated these benchmarks into a CI/CD pipeline, enabling reproducible acceptance testing and basic distribution analysis. This approach established a consistent benchmarking baseline and provided rapid feedback through CI signals, supporting ongoing detector development. The work emphasized workflow management and data analysis, ensuring that performance metrics could be efficiently generated and validated as part of the continuous integration process.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
548
Activity Months1

Work History

July 2025

1 Commits • 1 Features

Jul 1, 2025

Implemented automated benchmarks for the Backward Hcal detector, with CI/CD integration to streamline performance evaluation. This includes acceptance testing and basic distribution analysis, plus Snakemake-driven workflows and configuration files to automate simulation and analysis across particle interactions and energy levels, enabling reproducible benchmarking and faster feedback.

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++PythonShell

Technical Skills

CI/CDData AnalysisDetector SimulationHigh Energy PhysicsWorkflow Management (Snakemake)

Repositories Contributed To

1 repo

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

eic/detector_benchmarks

Jul 2025 Jul 2025
1 Month active

Languages Used

C++PythonShell

Technical Skills

CI/CDData AnalysisDetector SimulationHigh Energy PhysicsWorkflow Management (Snakemake)