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Michael

PROFILE

Michael

Over seven months, contributed to the mcgoodman/widow-assessment-update repository by developing and refining data workflows, model comparison tools, and reporting pipelines for fisheries stock assessment. Built robust R-based data ingestion, cleaning, and visualization scripts, integrating sources like PacFIN and survey data to support scenario analysis and decision-making. Enhanced reproducibility and collaboration through version control and portable file path management. Implemented model bridging, forecasting, and diagnostics using R, Quarto, and Git, while improving reporting with dynamic tables and standardized citations. Addressed data quality and pipeline reliability through targeted bug fixes, parallelized processing, and comprehensive documentation, supporting transparent, data-driven fisheries management.

Overall Statistics

Feature vs Bugs

57%Features

Repository Contributions

152Total
Bugs
26
Commits
152
Features
35
Lines of code
962,073
Activity Months7

Your Network

13 people

Work History

September 2025

2 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for mcgoodman/widow-assessment-update: Implemented Widow Rockfish Introduction Enhancement by replacing the introductory placeholder with a data-rich section that covers exploitation history, gear types, fishery development, and recent trends. Standardized citation formatting to the asar bib style and updated in-text references; bibliography entries updated accordingly. These changes improve the accuracy, readability, and traceability of the report, enabling better decision-making and more reliable attribution of sources.

August 2025

2 Commits • 2 Features

Aug 1, 2025

Concise monthly summary for 2025-08 focusing on two feature deployments in mcgoodman/widow-assessment-update: Cross-Year and Cross-Model Survey Data Visualization; Widow Rockfish Age-Composition Visualizations Across Years (2018-2024). No major bugs documented this month. Overall impact: enhanced model validation and data bridging visualization; improved decision support for stock assessment. Technologies: R, nwfscSurvey, dplyr, ggplot2; Git commits tracked for reproducibility.

June 2025

15 Commits • 2 Features

Jun 1, 2025

June 2025 performance highlights for mcgoodman/widow-assessment-update: delivered core forecasting enhancements, fixed a critical decision-table bug, and strengthened diagnostics and data quality. The work focused on delivering business value through more accurate projections, cleaner data feeds, and richer model insights, while improving computation efficiency through parallelized processing.

May 2025

92 Commits • 23 Features

May 1, 2025

May 2025 performance summary for mcgoodman/widow-assessment-update. Delivered substantive features to the 2025 assessment stack, strengthened data integrity and reporting capabilities, and hardened the pipeline against regression. Close collaboration with data provisioning, bridging, and reporting modules enabled faster scenario analysis and decision support for the year ahead.

April 2025

23 Commits • 4 Features

Apr 1, 2025

April 2025 performance summary for the mcgoodman/widow-assessment-update repository. Key features delivered include data bridging tooling and finalized bridging runs with scripting support and bridging functions, integrated with HnL/retained bridging scenarios, and new models to enable bridging workflows. Major exploratory enhancements were added to support experimentation, including hook and line-oriented exploration aids. A new function to retune and reweight SS3 models was introduced to improve performance.

March 2025

15 Commits • 1 Features

Mar 1, 2025

2025-03 Monthly Summary for mcgoodman/widow-assessment-update: Delivered the core data integration and 2025 model update for the Widow Rockfish stock assessment, expanded PacFIN data processing, and cleaned repository hygiene to improve reproducibility and risk management.

February 2025

3 Commits • 2 Features

Feb 1, 2025

Feb 2025 monthly impact focused on delivering repeatable CPUE data workflows for the NWFSC fleet within mcgoodman/widow-assessment-update, enabling direct cross-model comparison of sdmTMB and VAST outputs from a 2019 assessment. Implemented portable path handling (relative file paths) to improve script portability across environments and reduce onboarding friction. Refined CPUE visualizations with updated annotations and standardized model labels to improve clarity for stakeholders. These changes enhance reproducibility, accelerate insights for stock assessments, and demonstrate proficiency with R-based data workflows, model comparison frameworks, and version-controlled collaboration.

Activity

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Quality Metrics

Correctness88.4%
Maintainability87.2%
Architecture83.8%
Performance81.6%
AI Usage20.6%

Skills & Technologies

Programming Languages

BibTeXCCORCSSCSVCTLCorFortranGitGit Configuration

Technical Skills

Academic ReferencingCode RefactoringData AnalysisData Analysis DocumentationData Analysis ReportingData CatalogingData CleaningData CleanupData ConfigurationData EngineeringData ExportData FormattingData IntegrationData ManagementData Manipulation

Repositories Contributed To

1 repo

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

mcgoodman/widow-assessment-update

Feb 2025 Sep 2025
7 Months active

Languages Used

RCCSSCSVGitGit ConfigurationHTMLSPR_std

Technical Skills

Data AnalysisData VisualizationFile Path ManagementFisheries ScienceR ProgrammingData Engineering