ihmeuw/vivarium_research
Dec 2024 – Oct 2025
9 Months active
Languages Used
PythonYAMLreStructuredTextrstGitGraphvizJSONJupyter Notebook
Technical Skills
CI/CDDevOpsDocumentationPython Environment ManagementSphinxCI/CD Configuration
Zeb Burke-Conte
PROFILE
Zeb Burke-conte
Zachary built and maintained core modeling and documentation infrastructure for the ihmeuw/vivarium_research repository, focusing on simulation modeling, model validation, and technical writing. He delivered features such as global health intervention tutorials, CPAP intervention documentation, and GBD model enhancements, using Python, Sphinx, and GitHub Actions to streamline CI/CD workflows and improve reproducibility. Zachary addressed complex epidemiological modeling challenges, clarified risk factor calculations, and ensured documentation accuracy through rigorous version control and dependency management. His work emphasized maintainability, onboarding efficiency, and cross-project consistency, demonstrating depth in both engineering and domain-specific modeling, and resulting in more reliable, user-friendly research tools.
Overall Statistics
Feature vs Bugs
76%Features
Repository Contributions
97Total
Bugs
8
Commits
97
Features
25
Lines of code
18,380
Activity Months9
Your Network
120 people
Work History
October 2025
9 Commits • 3 Features
Oct 1, 2025October 2025 monthly summary for ihmeuw/vivarium_research focusing on documentation and release workflow improvements. Key work included: (1) Documentation improvements for the MNCNH portfolio, with standardized terminology around hemoglobin measurements in pregnancy, removal of outdated notes, and clearer diagrams (drawio) to support understanding and onboarding. (2) CI/CD email notification enhancements to improve build failure visibility, including an automated email on failure, refined trigger rules, and updated email subject/body for clarity. (3) Release management: version bump to prepare for the October release, ensuring traceability and proper packaging without functional changes.
9 Commits • 3 Features
Oct 1, 2025October 2025 monthly summary for ihmeuw/vivarium_research focusing on documentation and release workflow improvements. Key work included: (1) Documentation improvements for the MNCNH portfolio, with standardized terminology around hemoglobin measurements in pregnancy, removal of outdated notes, and clearer diagrams (drawio) to support understanding and onboarding. (2) CI/CD email notification enhancements to improve build failure visibility, including an automated email on failure, refined trigger rules, and updated email subject/body for clarity. (3) Release management: version bump to prepare for the October release, ensuring traceability and proper packaging without functional changes.
October 2025
September 2025
18 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary focusing on key accomplishments, major bugs fixed, and overall impact. The team delivered essential modeling improvements and documentation enhancements across ihmeuw/vivarium_research, with strong emphasis on business value, reproducibility, and cross-repo consistency.
September 2025
18 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary focusing on key accomplishments, major bugs fixed, and overall impact. The team delivered essential modeling improvements and documentation enhancements across ihmeuw/vivarium_research, with strong emphasis on business value, reproducibility, and cross-repo consistency.
August 2025
9 Commits • 1 Features
Aug 1, 2025In August 2025, delivered documentation-driven validation and visualization enhancements for the Concept Model within ihmeuw/vivarium_research, strengthening V&V readiness and stakeholder comprehension. Consolidated updates across the concept model and simulations, added V&V criteria and results for models 13.2 and 13.3, clarified initialization strategy for the same-number-of-simulants approach in preterm birth calculations, and improved MNCNH Portfolio documentation with scope, objectives, and component explanations. Also improved chart interpretation guidance to avoid misinterpretation, and completed minor formatting/typo fixes to enhance usability.
9 Commits • 1 Features
Aug 1, 2025In August 2025, delivered documentation-driven validation and visualization enhancements for the Concept Model within ihmeuw/vivarium_research, strengthening V&V readiness and stakeholder comprehension. Consolidated updates across the concept model and simulations, added V&V criteria and results for models 13.2 and 13.3, clarified initialization strategy for the same-number-of-simulants approach in preterm birth calculations, and improved MNCNH Portfolio documentation with scope, objectives, and component explanations. Also improved chart interpretation guidance to avoid misinterpretation, and completed minor formatting/typo fixes to enhance usability.
August 2025
July 2025
13 Commits • 2 Features
Jul 1, 2025Concise monthly summary for July 2025 focusing on key deliverables, fixes, and impact for ihmeuw/vivarium_research. Emphasizes business value, technical achievements, and demonstrated skills.
July 2025
13 Commits • 2 Features
Jul 1, 2025Concise monthly summary for July 2025 focusing on key deliverables, fixes, and impact for ihmeuw/vivarium_research. Emphasizes business value, technical achievements, and demonstrated skills.
May 2025
1 Commits • 1 Features
May 1, 2025May 2025 monthly summary for ihmeuw/vivarium_research: Focused on clarifying COMO restriction rules for simulants and ensuring accurate references and links in documentation. This work improves model usage clarity and onboarding for new developers. No major bug fixes were recorded this month; efforts concentrated on documentation quality and maintainability.
1 Commits • 1 Features
May 1, 2025May 2025 monthly summary for ihmeuw/vivarium_research: Focused on clarifying COMO restriction rules for simulants and ensuring accurate references and links in documentation. This work improves model usage clarity and onboarding for new developers. No major bug fixes were recorded this month; efforts concentrated on documentation quality and maintainability.
May 2025
March 2025
25 Commits • 11 Features
Mar 1, 2025March 2025: Delivered substantive feature improvements, reliability enhancements, and documentation updates for ihmeuw/vivarium_research. Implemented a new CPAP Page Enhancement with alternative PAF derivation, enhanced fuzzy checking uncertainty, and unpinned Sphinx to enable updates. Strengthened CI operations and reproducibility by re-triggering builds and re-running CI. Completed tutorial implementation with results processing and introduced ipywidgets for improved interactivity. Expanded documentation across prevalence, covariance, unit increase language, and baseline deletion explanations, while clarifying RR/PAF semantics. Consolidated minor UI tweaks and maintained code health through targeted bug fixes and version bumps. Overall, these efforts improve model accuracy, developer velocity, and user-facing clarity, driving faster, more reliable experimentation and decision-making.
March 2025
25 Commits • 11 Features
Mar 1, 2025March 2025: Delivered substantive feature improvements, reliability enhancements, and documentation updates for ihmeuw/vivarium_research. Implemented a new CPAP Page Enhancement with alternative PAF derivation, enhanced fuzzy checking uncertainty, and unpinned Sphinx to enable updates. Strengthened CI operations and reproducibility by re-triggering builds and re-running CI. Completed tutorial implementation with results processing and introduced ipywidgets for improved interactivity. Expanded documentation across prevalence, covariance, unit increase language, and baseline deletion explanations, while clarifying RR/PAF semantics. Consolidated minor UI tweaks and maintained code health through targeted bug fixes and version bumps. Overall, these efforts improve model accuracy, developer velocity, and user-facing clarity, driving faster, more reliable experimentation and decision-making.
February 2025
7 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for ihmeuw/vivarium_research focusing on documentation work for the CPAP intervention model, risk factors, and Sphinx build stability improvements. These changes enhance user-facing documentation clarity, cross-project navigation, and CI reliability, delivering tangible business value in maintainability and user adoption.
7 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for ihmeuw/vivarium_research focusing on documentation work for the CPAP intervention model, risk factors, and Sphinx build stability improvements. These changes enhance user-facing documentation clarity, cross-project navigation, and CI reliability, delivering tangible business value in maintainability and user adoption.
February 2025
January 2025
12 Commits • 3 Features
Jan 1, 2025January 2025 — ihmeuw/vivarium_research monthly summary emphasizing key feature delivery, major fixes, impact, and demonstrated skills.
January 2025
12 Commits • 3 Features
Jan 1, 2025January 2025 — ihmeuw/vivarium_research monthly summary emphasizing key feature delivery, major fixes, impact, and demonstrated skills.
December 2024
3 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for ihmeuw/vivarium_research focusing on documentation tooling and CI runtime upgrades, with a targeted bug fix to the contributor guide. Key improvements include faster docs workflow, broader Python compatibility, and corrected contributor instructions. These changes reduce cycle times for documentation and improve onboarding for contributors.
3 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for ihmeuw/vivarium_research focusing on documentation tooling and CI runtime upgrades, with a targeted bug fix to the contributor guide. Key improvements include faster docs workflow, broader Python compatibility, and corrected contributor instructions. These changes reduce cycle times for documentation and improve onboarding for contributors.
December 2024
Activity
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Quality Metrics
Correctness90.2%
Maintainability90.4%
Architecture87.2%
Performance84.0%
AI Usage20.4%
Skills & Technologies
Programming Languages
GitGraphvizJSONJupyter NotebookMarkdownPythonRSTSVGTextYAML
Technical Skills
Bug FixingCI/CDCI/CD ConfigurationCausal DiagramsData AnalysisData Visualization (Causal Diagrams)Dependency ManagementDevOpsDiagrammingDocumentationEpidemiologyGBD DataGitHub ActionsGlobal Health ModelingIntervention Analysis
Repositories Contributed To
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