EXCEEDS logo
Exceeds
Andrés A. Plazas Malagón

PROFILE

Andrés A. Plazas Malagón

Over a 13-month period, contributed to LSST’s lsst/dp1_lsst_io and lsst/tutorial-notebooks repositories by developing data analysis tutorials, enhancing documentation, and improving CI/CD workflows. Delivered features such as focal plane geometry visualizations, dynamic data access notebooks, and comprehensive mask plane and catalog flag documentation, using Python, Jupyter Notebooks, and Sphinx. Focused on reproducibility and onboarding, the work included code quality automation, configuration management, and technical writing to clarify complex astronomical data products. Incorporated reviewer feedback and cross-team suggestions, ensuring maintainable, user-focused resources that streamline scientific computing and data interpretation for researchers working with LSST data pipelines.

Overall Statistics

Feature vs Bugs

91%Features

Repository Contributions

135Total
Bugs
4
Commits
135
Features
40
Lines of code
458,322
Activity Months13

Work History

June 2026

3 Commits • 2 Features

Jun 1, 2026

June 2026 monthly summary for lsst/tutorial-notebooks: Delivered focal plane visualization enhancement with a blacked-out representation for non-operable detectors and added status-differentiating logic; completed notebook polish and maintenance to improve readability and reproducibility; and enhanced code quality and style compliance to align with CI standards. These changes improve the accuracy of tutorials, reduce user confusion, and support faster iteration by analysts.

April 2026

2 Commits • 1 Features

Apr 1, 2026

For 2026-04, the primary achievement in lsst/tutorial-notebooks was delivering a LSSTCam focal plane geometry tutorial with visualization enhancements and an improved notebook attachment, enabling researchers to explore detector layouts using the lsst.afw.cameraGeom package. The work also included organizing the tutorial under a new DP2 directory and addressing reviewer feedback to improve clarity and maintainability. No major bugs were reported in this period.

March 2026

5 Commits • 1 Features

Mar 1, 2026

In March 2026, dp1_lsst_io delivered focused documentation improvements to enhance interpretation of catalog data quality indicators. The work centers on mapping image mask planes to catalog flags, clarifying flag definitions and recommendations, and improving readability of PSF-related and ADQL guidance, all via a series of documentation-only commits. No code changes or bug fixes were required this month; the emphasis was on documentation quality, consistency, and maintainability to support reliable data analysis and reduce user support needs. The changes are traceable to five commits in the repository.

February 2026

14 Commits • 4 Features

Feb 1, 2026

February 2026 (2026-02) monthly summary for lsst/dp1_lsst_io: Delivered structured, user-focused documentation improvements across g-band leakage, catalog flags, API tutorials, and general docs. Key outcomes include clearer guidance for data interpretation, improved cross-references and flag handling, reorganized API tutorials for faster onboarding, and reinforced build stability through documentation hygiene. These efforts enhance data quality assessment workflows and reduce onboarding time for researchers and developers.

January 2026

10 Commits • 2 Features

Jan 1, 2026

January 2026: Documentation-focused delivery across DP1-related repositories, strengthening data access and processing onboarding. Implemented targeted fixes and enhancements in API/docs, and updated notebooks to reflect current DP1 behavior. Deliverables emphasize business value through clearer data access paths, reduced user confusion, and improved documentation quality for commissioning workflows.

December 2025

16 Commits • 2 Features

Dec 1, 2025

December 2025 performance summary focusing on documentation-driven improvements to mask planes across two LSST repos, with strong emphasis on clarity, onboarding support, and governance of bit-value interpretations. Delivered comprehensive training materials and rendered notebooks to accelerate user adoption, and restructured documentation to improve discoverability and correctness. These efforts reduce interpretation risk in downstream analyses, enable faster onboarding for new users, and demonstrate robust documentation tooling and collaboration across teams.

November 2025

7 Commits • 3 Features

Nov 1, 2025

November 2025: Documentation-focused month delivering clearer mask_planes guidance across two LSST repos. Key outcomes include finalizing the Mask Planes Notebook after MLG feedback for the LSST Science Pipelines, adding and indexing mask_planes documentation in lsst/dp1_lsst_io, and a broad docs cleanup to improve navigation and maintainability. These efforts enhance discoverability of mask metadata, reduce onboarding time for pipeline users, and lower future maintenance overhead. Technologies demonstrated include Sphinx/reST documentation, documentation indexing, and cross-repo collaboration.

October 2025

11 Commits • 3 Features

Oct 1, 2025

October 2025: Delivered robust data access and educational-content improvements across two repositories, with a focus on reliability, maintainability, and clear guidance for data users. Key outcomes include dynamic BCG tract/patch/WCS resolution to replace hard-coded values, a correction for BAND parameter case-sensitivity in mobu data queries, refreshed PSF cosmology tutorials with optimized data retrieval and clearer WCS explanations, and enhanced ADQL/TAP documentation to discourage loops and standardize code examples. These changes reduce query failures, accelerate notebook iterations, and improve overall data usability and documentation quality.

September 2025

51 Commits • 17 Features

Sep 1, 2025

September 2025 monthly summary: Delivered substantial notebook ecosystem improvements, code quality automation, and documentation enhancements across two repos, driving reproducibility, onboarding, and operational efficiency. The work focused on delivering concrete features for notebooks, stabilizing configurations, enforcing code quality, and cleaning up the repository to reduce risk and maintenance overhead.

August 2025

2 Commits • 1 Features

Aug 1, 2025

Month: 2025-08 — dp1_lsst_io CI workflow modernization focused on reliability, reproducibility, and maintainability of CI pipelines. Implemented enhancements to the CI workflow and cleaned up configuration to ensure consistent, observable builds.

June 2025

3 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for developer: lsst/dp1_lsst_io Key features delivered: - ISR and Calibration Documentation Improvements: introduced a visual diagram of ISR processing steps; clarified that ISR is automatically applied within LSST Science Pipelines; refined the ISR step descriptions; updated calibration dataset type descriptions for clarity and accuracy. - All changes are in the repository lsst/dp1_lsst_io; commits include: 6bbc29f32b776a994a1c818046a02316cbb68105 (Add isr steps diagram), aaa009c1dbcdc871e2eb697e8b2b727f49885336 (Update index.rst with suggestions by Melissa), a445f134eb3743598d53c54f93e6d309c54335b0 (Update calibrations index.rst with Melissa's suggestions). Major bugs fixed: - No major bug fixes were recorded this month; the focus was on documentation improvements to enhance clarity and maintainability of the ISR workflow and calibration datasets. Overall impact and accomplishments: - Improved developer and user onboarding by providing a clear, diagrammed ISR workflow and precise calibration dataset descriptions, reducing ambiguity and support time. - Strengthened alignment with LSST Science Pipelines by explicitly documenting automatic ISR application, improving reproducibility and data quality understanding across teams. - Demonstrated strong collaboration, incorporating external feedback to refine documentation and references. Technologies/skills demonstrated: - Documentation engineering (reStructuredText), diagram creation, and documentation version control. - Effective cross-team collaboration and feedback incorporation (Melissa's suggestions). - Clear mapping of feature work to business value and pipeline usability.

March 2025

9 Commits • 2 Features

Mar 1, 2025

For 2025-03, two repository deliverables increased usability, reproducibility, and documentation quality. In rubin-dp0/dp1-sci-prep-seminars, the Science Seminars Notebook Enhancements added a new logo, citations, refined PSF-size chromatic dependence explanation with references, and corrected scientific notation, and cleaned notebook/README for clearer tutorials and presentation. Commits: 0228991ddc922a2e12cf6f3a9f7900781dd509a9; 46b06b8af2a119cc7646d9964882d65d9a7466ca. In lsst-pst/pstn-019, the Comprehensive Documentation Updates and Reference Additions refreshed references, clarified instrumentation processing, expanded acronyms, added citations for LSSTCam and DECam, included a new bibliographic entry, and added visual ISR model support. Commits include: 177ff1630ee9afb9b1b0d6f355a1b8eda3a82c51; 346ffbf8b2d9474cefe7e845b6748f6e3082b9bf; 2f9940e5cab4378706b5f40753573896fba5fe64; fd117d11b30b4a555f810599d5661926c8b3a165; ac314c8126558c0f7c9542d9d4795fac64986c3f; 195d8bdf243a9056297883ca237ef63170a50916; 28da830c4dcb8c40f04d00d9f85e72b7d5c6b7e2. No explicit major bug fixes were reported this month; focus was on documentation hygiene and presentation improvements.

February 2025

2 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary for rubin-dp0/dp1-sci-prep-seminars focusing on feature delivery and technical accomplishments. Month: 2025-02

Activity

Loading activity data...

Quality Metrics

Correctness96.4%
Maintainability95.8%
Architecture94.6%
Performance92.8%
AI Usage20.6%

Skills & Technologies

Programming Languages

BibTeXCSSHTMLJSONJavaScriptJupyter NotebookLaTeXMarkdownNonePython

Technical Skills

API DevelopmentAPI developmentAnomaly DetectionAstronomical Data ProcessingAstronomyAstrophysicsAstropyBibliography ManagementCI/CDCode CleanupCode FormattingCode RefactoringConfiguration ManagementCosmologyDask

Repositories Contributed To

4 repos

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

lsst/dp1_lsst_io

Jun 2025 Mar 2026
9 Months active

Languages Used

RSTrstYAMLCSSHTMLPythonRstSQL

Technical Skills

DocumentationCI/CDGitHub ActionsAstronomical Data ProcessingAstronomyAstropy

lsst/tutorial-notebooks

Sep 2025 Jun 2026
7 Months active

Languages Used

JSONJupyter NotebookMarkdownPythonSQL

Technical Skills

Anomaly DetectionAstronomyAstropyCI/CDCode CleanupCode Formatting

lsst-pst/pstn-019

Mar 2025 Mar 2025
1 Month active

Languages Used

BibTeXLaTeX

Technical Skills

Bibliography ManagementDocumentationTechnical Writing

rubin-dp0/dp1-sci-prep-seminars

Feb 2025 Mar 2025
2 Months active

Languages Used

Jupyter NotebookPythonMarkdown

Technical Skills

AstronomyAstrophysicsCosmologyData AnalysisData VisualizationJupyter Notebook