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Meredith Rawls

PROFILE

Meredith Rawls

Megan Rawls developed and enhanced astronomical image processing pipelines across multiple LSST repositories, focusing on robust difference imaging, artifact mitigation, and data product consistency. She implemented glint trail detection and cataloging in lsst/ip_diffim, integrated schema and configuration changes in lsst/ap_association and lsst/sdm_schemas, and improved deblending reliability for negative-flux sources. Using Python and YAML, Megan expanded test coverage, introduced defensive error handling, and clarified documentation to support reproducible workflows. Her work addressed edge cases in image analysis, improved pipeline resilience, and ensured data quality by aligning technical solutions with evolving requirements in astronomy software engineering and scientific data management.

Overall Statistics

Feature vs Bugs

63%Features

Repository Contributions

26Total
Bugs
7
Commits
26
Features
12
Lines of code
735
Activity Months8

Work History

October 2025

1 Commits

Oct 1, 2025

October 2025 summary for lsst/meas_algorithms: Delivered robustness improvement in Glint Trail Fitting by adding explicit handling for cases with no inliers. The fitter now returns None rather than crashing, reducing failure risk when data are sparse or noisy. This bug fix enhances reliability of downstream photometry analyses and maintains pipeline continuity in edge cases. Commit reference included: 54dffc6d4af30747a4df3483593d70b9fac7b078 with message 'Don't fall over if no inlier glint trail points are found.'

August 2025

3 Commits • 2 Features

Aug 1, 2025

August 2025 monthly summary: Implemented new DIA metrics configuration to enhance monitoring and quality assessment of difference imaging analyses; fixed a stability issue in glint trail processing by safely handling empty input; added glint_trail-based filtering in diaPipe association to improve source quality and reduce false positives, with tests validating behavior. These work items improve data quality, reproducibility, and maintainability across the DIA, measurement algorithms, and association pipelines, delivering measurable business value in downstream analyses and reporting.

July 2025

11 Commits • 5 Features

Jul 1, 2025

July 2025 monthly summary highlighting delivery of glint-trail capabilities, robustness improvements, and cross-repo schema/data product alignment to improve data quality, reliability, and maintainability. Focused on delivering business value through robust image differencing, enhanced moving-object handling, and consistent data product definitions across LSST stack.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for lsst/dp1_lsst_io: Focused on documenting satellite streak handling to support robust artifact mitigation in astronomical imaging pipelines. Delivered enhanced artifact handling documentation describing satellite streak morphologies, factors influencing appearance, and how streaks map to satellite orbit, along with flags and potential processing steps. No major bug fixes were reported for this repo in June 2025. The work improves data quality and pipeline reliability by providing clear guidance for artifact identification and mitigation.

April 2025

4 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary for lsst-pst/pstn-019: Implemented documentation enhancements for streak filtering and non-astrophysical source masking in astronomical difference imaging. The changes reorganize content across the detection and dia sections, add explicit references to detectAndMeasureDiaSource and MaskStreaksTask, and clarify scope and limitations. The updates also condensed the MaskStreaks content into the detection section and expanded on streak masking guidance to improve clarity, reproducibility, and onboarding. Commits include: 97579a3a3c1a7d1f1e2b43ffe04d02291c13c4b3; 4886903d0e67e45621ee661602d1184246329357; 2518d5cd95aee45095b8a8189095a6ea88eb02ed; 682d0a23601975f7f7392239e825d5388a26a13a.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025 monthly summary focused on lsst/ip_diffim. Delivered Enhanced Deblending Test Coverage by introducing a nearby transient diaSource into an existing test image to exercise deblending edge cases. This work strengthens test reliability and reduces regression risk in critical deblending paths; the test does not reproduce the original NaN peak failure condition.

January 2025

1 Commits

Jan 1, 2025

2025-01 — Focused on robustness of difference imaging in lsst/ip_diffim. Implemented a deblending fix for negative-flux sources by inverting the image prior to deblending and inverting results afterwards, enhancing accuracy of source detection. This bug fix, committed as 5bec8cbeaf8038c6f7a4c6df1644ccff20d698aa, aligns with reliability goals for transient detection and overall data quality.

November 2024

4 Commits • 2 Features

Nov 1, 2024

Month: 2024-11. This period focused on delivering targeted reliability enhancements across three repositories by strengthening test coverage, stabilizing masking behavior, and improving documentation to support robust operations and predictable development workflows. The work directly improves pipeline reliability, reduces the risk of bogus detections, and clarifies user expectations for configuration parameters in complex observation scenarios.

Activity

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Quality Metrics

Correctness92.6%
Maintainability92.4%
Architecture88.6%
Performance87.8%
AI Usage20.0%

Skills & Technologies

Programming Languages

LaTeXPythonRSTSQLTeXYAMLyaml

Technical Skills

Algorithm DevelopmentAlgorithm OptimizationAstronomy SoftwareAstronomy Software DocumentationBug FixBug FixingCode IntegrationConfigurationConfiguration ManagementData AnalysisData AssociationData ConfigurationData FilteringDocumentationError Handling

Repositories Contributed To

9 repos

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

lsst/ip_diffim

Nov 2024 Jul 2025
4 Months active

Languages Used

Python

Technical Skills

Astronomy SoftwareImage ProcessingSoftware DevelopmentTestingUnit TestingBug Fixing

lsst/meas_algorithms

Nov 2024 Oct 2025
4 Months active

Languages Used

Python

Technical Skills

Image ProcessingSoftware EngineeringCode IntegrationAlgorithm OptimizationBug FixAlgorithm Development

lsst-pst/pstn-019

Apr 2025 Apr 2025
1 Month active

Languages Used

LaTeXTeX

Technical Skills

Astronomy SoftwareAstronomy Software DocumentationDocumentationTechnical Writing

lsst/sdm_schemas

Jul 2025 Jul 2025
1 Month active

Languages Used

YAMLyaml

Technical Skills

Schema DefinitionSchema Management

lsst/ap_association

Jul 2025 Aug 2025
2 Months active

Languages Used

YAMLPythonSQL

Technical Skills

Configuration ManagementData ConfigurationAstronomy SoftwareData AssociationData FilteringUnit Testing

lsst/pipe_tasks

Nov 2024 Nov 2024
1 Month active

Languages Used

Python

Technical Skills

ConfigurationDocumentation

lsst/dp1_lsst_io

Jun 2025 Jun 2025
1 Month active

Languages Used

RST

Technical Skills

Documentation

lsst/drp_pipe

Jul 2025 Jul 2025
1 Month active

Languages Used

No languages

Technical Skills

No skills

lsst/analysis_tools

Aug 2025 Aug 2025
1 Month active

Languages Used

yaml

Technical Skills

Configuration ManagementData Analysis

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