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sguillot

PROFILE

Sguillot

Sébastien Guillot enhanced the xpsi-group/xpsi repository by delivering robust spectrum data ingestion, improved plotting capabilities, and streamlined environment management. He implemented Python-based data validation and error handling to ensure reliable processing of varied spectrum formats, addressing missing data scenarios and reducing workflow interruptions. Through Jupyter Notebook and YAML integration, Sébastien stabilized the sampler API, improved documentation, and aligned CI pipelines for reproducible research. His work included code cleanup, dependency management, and user-facing messaging improvements, resulting in clearer spectrum analysis and easier onboarding. The depth of his contributions reflects a strong focus on maintainability, usability, and scientific computing best practices.

Overall Statistics

Feature vs Bugs

78%Features

Repository Contributions

22Total
Bugs
2
Commits
22
Features
7
Lines of code
965
Activity Months3

Work History

May 2025

17 Commits • 4 Features

May 1, 2025

May 2025 delivered major plotting UX enhancements, API stabilization, data correctness improvements, and environment/Docs alignment for xpsi (xpsi-group/xpsi). The changes improve spectrum analysis clarity, reliability, and developer productivity, supporting reproducible research and faster onboarding while maintaining compatibility with tests and CI pipelines.

March 2025

1 Commits

Mar 1, 2025

March 2025: Robust Spectrum Data Ingestion - Implemented a critical robustness fix for spectrum data handling in xpsi-group/xpsi. When COUNTS data is missing, the system now falls back to using RATE data and sets exposure to 1.0, increasing reliability across varied spectrum data formats. This improvement reduces data processing errors and strengthens downstream analytics.

December 2024

4 Commits • 3 Features

Dec 1, 2024

December 2024 monthly summary for repo xpsi-group/xpsi: Delivered essential notebook support setup for X-PSI in Jupyter notebooks, refined project documentation for acknowledgements and contributors, and performed code cleanup to remove unused imports in the examples. These updates improve user onboarding, collaboration transparency, and code readability, enabling smoother adoption and easier maintenance across the project.

Activity

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Quality Metrics

Correctness91.8%
Maintainability92.8%
Architecture88.2%
Performance85.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookPythonRSTYAMLipynbpythonrst

Technical Skills

API DesignBug FixCI/CDCode CleanupCode OrganizationCode RefactoringData AnalysisData ProcessingData ValidationData VisualizationDependency ManagementDocumentationEnvironment ManagementError HandlingPlotting

Repositories Contributed To

1 repo

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

xpsi-group/xpsi

Dec 2024 May 2025
3 Months active

Languages Used

PythonRSTJupyter NotebookYAMLipynbpythonrst

Technical Skills

Code CleanupCode RefactoringDocumentationData ProcessingError HandlingAPI Design

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