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Sebouh Paul

PROFILE

Sebouh Paul

Sebouh Paul developed and integrated advanced particle physics benchmarking and reconstruction workflows across the eic/detector_benchmarks and eic/EICrecon repositories. He delivered a Tau Particle Simulation Benchmark Suite, implementing C++ for particle generation and Python for analysis, and automated benchmarking through CI/CD integration. Sebouh also enhanced ZDC data pipelines by introducing new algorithms for Lambda baryon, photon, and neutron reconstruction, refactoring Snakefiles and Python scripts to streamline data ingestion and analysis. By excluding unnecessary detector collections, he further optimized workflow efficiency and output clarity. His work demonstrated depth in scientific computing, data analysis, and workflow management using C++, Python, and Snakemake.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

4Total
Bugs
0
Commits
4
Features
4
Lines of code
1,554
Activity Months3

Work History

June 2025

1 Commits • 1 Features

Jun 1, 2025

Month: 2025-06 — Delivered a streamlined benchmark workflow in eic/detector_benchmarks by excluding EcalEndcapPInsert collections, reducing data processing time and clarifying outputs. Implemented in commit d68e5d29f2c3ad06a3e7dd2874507c71dd86772f (No ecal endcap p insert #151). No major bugs fixed this month for this repo. Overall impact: faster iteration cycles, more reliable comparisons, and reduced maintenance burden. Technologies/skills demonstrated: Python/Snakefile scripting, data pipeline refactoring, and disciplined commit hygiene.

February 2025

2 Commits • 2 Features

Feb 1, 2025

February 2025: Key features delivered across two repos, delivering an end-to-end ZDC data pipeline and improved benchmarking accuracy. Key features delivered: (a) EICrecon: Lambda reconstruction in ZDC with new algorithms to identify Lambda baryons, photons, and neutrons; includes configuration changes and new reconstruction logic (commit f169bc45c77f1d717950ed8bfef65c60d424a753). (b) detector_benchmarks: ZDC benchmark analysis now ingests reconstructed particles from EICrecon, updating Snakefiles and Python analysis scripts to process these particles directly (commit 7ba375c3784e0ef2c8d7ea7cdd914acd6ba7598f).

November 2024

1 Commits • 1 Features

Nov 1, 2024

November 2024: Delivered the Tau Particle Simulation Benchmark Suite in eic/detector_benchmarks, including Snakefiles for simulation and analysis, a C++ particle generator, and a Python plotting script. Integrated the tau benchmarks into the existing CI/CD pipeline and benchmark collection process, enabling automated, reproducible performance measurements and faster feedback on changes. No major bugs fixed this month. Commit reference: 6c895b6d8f12203c96be5695c382b22a7e8270f0 ('Insert tau (#95)').

Activity

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Quality Metrics

Correctness92.6%
Maintainability87.6%
Architecture90.0%
Performance85.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++PythonShellYAML

Technical Skills

Algorithm DevelopmentBenchmarkingC++CI/CDData AnalysisDetector SimulationParticle PhysicsParticle Physics ReconstructionPerformance BenchmarkingPythonScientific ComputingSimulationWorkflow Management

Repositories Contributed To

2 repos

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

eic/detector_benchmarks

Nov 2024 Jun 2025
3 Months active

Languages Used

C++PythonYAMLShell

Technical Skills

CI/CDData AnalysisPerformance BenchmarkingScientific ComputingSimulationBenchmarking

eic/EICrecon

Feb 2025 Feb 2025
1 Month active

Languages Used

C++

Technical Skills

Algorithm DevelopmentC++Data AnalysisDetector SimulationParticle Physics Reconstruction

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