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Michał Sieczczyński

PROFILE

Michał Sieczczyński

During July 2025, Jan Kowalski developed automated benchmarks for the Backward Hcal detector in the eic/detector_benchmarks repository, focusing on reproducible performance evaluation in high energy physics. He integrated acceptance testing and basic distribution analysis into a CI/CD pipeline, leveraging Snakemake for workflow management and automation. Using Python, C++, and Shell scripting, Jan created configuration files and simulation workflows that enabled end-to-end analysis across various particle interactions and energy levels. This work established a reliable benchmarking baseline and continuous integration signals, streamlining detector simulation and analysis. The depth of automation improved feedback cycles and reproducibility for detector performance assessment.

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)

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