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Mathieu de Bony

PROFILE

Mathieu De Bony

Over a three-month period, this developer enhanced astrophysics analysis workflows across cta-observatory/cta-lstchain, ctapipe, and gammapy-meetings repositories. They improved Field-of-View offset bin handling and IRF generation, refining event filtering and logging to increase IRF accuracy and reproducibility using Python and FITS file handling. In ctapipe, they implemented scheduling data access and improved background estimation by extending theta-squared table normalization and correcting alpha correction logic, leveraging NumPy and robust unit testing. Additionally, they updated presentation materials and documentation in gammapy-meetings, focusing on accessibility and clarity. Their work emphasized maintainable code, data quality, and clear communication throughout development.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

16Total
Bugs
1
Commits
16
Features
4
Lines of code
210
Activity Months3

Your Network

48 people

Same Organization

@cppm.in2p3.fr
1

Shared Repositories

47

Work History

April 2026

2 Commits • 1 Features

Apr 1, 2026

April 2026 monthly summary for gammapy-meetings: Key feature delivered was BAccMod Presentation Accessibility and Usability Improvements, focusing on direct slide access and clearer module presentation to enhance user experience during meetings. Documentation updates accompany these changes to improve onboarding and accessibility. A minor bug fix was completed to address issues in the BAccMod presentation flow.

March 2025

9 Commits • 2 Features

Mar 1, 2025

Concise monthly summary for 2025-03 focusing on delivering core features and bug fixes across two repositories (cta-lstchain and ctapipe) to improve data quality, reliability, and workflow efficiency in analysis pipelines. Key outcomes include corrected alpha correction and uncertainty estimation, enhanced theta-squared table normalization, and scheduling data access for TableLoader with naming alignment. These changes reduce plot misinterpretations, provide more flexible background estimation, and improve end-to-end run reliability and maintainability across projects.

December 2024

5 Commits • 1 Features

Dec 1, 2024

December 2024 monthly summary for cta-observatory/cta-lstchain. Implemented Field-of-View offset bin handling and IRF generation improvements for both point-like and diffuse MC, consolidating changes to standardize FoV binning, align IRF generation workflows, validate FoV bin ranges, refine event filtering to use only in-bin events for energy-dependent cuts, and enhance logging for traceability. These changes improve IRF file accuracy and robustness of downstream analyses. Major bug fix: resolved issue with diffuse MC and energy-dependent theta cut (Fix #1322). Additional safeguards include a warning when FoV binning exceeds the simulated FoV, restricting gammas used for energy-dependent cuts to those within the FoV bin, updating the RAD_MAX HDU shape to match Gammapy expectations, and logging the exact offset binning precision. Overall impact: higher fidelity IRFs, improved reproducibility, and stronger alignment with standard analysis workflows. Technologies/skills demonstrated: Python-based IRF generation, MC/validation workflows, logging and traceability enhancements, data quality checks, and maintainable code organization.

Activity

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Quality Metrics

Correctness91.8%
Maintainability93.8%
Architecture91.8%
Performance88.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookMarkdownPythonrst

Technical Skills

AstrophysicsAstrophysics SoftwareData AnalysisData LoadingData ProcessingData VisualizationDocumentationFITS File HandlingFile I/OLoggingNumPyPlotting LibrariesPython ProgrammingPython programmingRefactoring

Repositories Contributed To

3 repos

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

cta-observatory/cta-lstchain

Dec 2024 Mar 2025
2 Months active

Languages Used

PythonJupyter Notebook

Technical Skills

AstrophysicsAstrophysics SoftwareData AnalysisData ProcessingFITS File HandlingLogging

cta-observatory/ctapipe

Mar 2025 Mar 2025
1 Month active

Languages Used

Pythonrst

Technical Skills

Data LoadingDocumentationFile I/ONumPyRefactoringSoftware Development

gammapy/gammapy-meetings

Apr 2026 Apr 2026
1 Month active

Languages Used

MarkdownPython

Technical Skills

Python programmingcommunicationdocumentationpresentationpresentation design