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Byonca H.

PROFILE

Byonca H.

Byonca Honaker developed and enhanced a suite of analytics and automation extensions in the posit-dev/connect-extensions and posit-dev/publisher repositories, focusing on portfolio and stock reporting, dashboard visualization, and content management. She implemented features such as automated R Markdown reporting, FastAPI integration for Tableau analytics, and secure hashing for Jupyter Voilà, using Python, R, and TypeScript. Her work included CI/CD automation with GitHub Actions, robust UI improvements in the VS Code extension, and authentication UX enhancements. Byonca’s engineering addressed reporting accuracy, deployment reliability, and user onboarding, demonstrating depth in backend, frontend, and workflow automation across data science and developer tooling.

Overall Statistics

Feature vs Bugs

86%Features

Repository Contributions

22Total
Bugs
2
Commits
22
Features
12
Lines of code
22,391
Activity Months6

Work History

September 2025

3 Commits • 2 Features

Sep 1, 2025

September 2025 Monthly Summary – posit-dev/publisher Focused on strengthening authentication UX, improving user guidance, and clarifying dependency setup messaging to reduce onboarding friction and improve operational clarity. Delivered two major features with an emphasis on user feedback and actionable guidance, alongside targeted messaging fixes that reduce confusion in dependency setup workflows.

August 2025

5 Commits • 3 Features

Aug 1, 2025

August 2025 monthly summary for posit-dev/publisher: Delivered key features in the VS Code extension, improved failure diagnostics, and cleaned up repository hygiene. This period focused on business value through easier credential management, quicker troubleshooting for deployment failures, and lower maintenance overhead.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025: Delivered the Stock Report extension for Connect Gallery in posit-dev/connect-extensions, enabling automated stock reporting workflows for customers. Implemented R Markdown templates, email-ready visualizations, and raw CSV data handling. Updated CI/CD to include the extension in GitHub workflow, aligning delivery with release processes. This work expands Connect Gallery's reporting capabilities, enabling consistent, repeatable stock reports and data-driven insights.

May 2025

6 Commits • 3 Features

May 1, 2025

2025-05 monthly summary: Focused on delivering high-value features, improving content governance, and strengthening testing practices to boost reliability and business value. Key work includes Portfolio Reporting Extension with GitHub workflow integration and R Markdown templates, Publisher Command Center content management enhancements (delete, lock, rename) with corresponding backend/frontend work, and a Jupyter Voilà example secure hashing extension. A test infrastructure cleanup change was implemented to align with new cleanup strategies. These efforts improved reporting accuracy, content governance, notebook integrity checks, and deployment reliability.

April 2025

4 Commits • 2 Features

Apr 1, 2025

April 2025 monthly summary for posit-dev/connect-extensions: Key features delivered, major fixes, and impact. Key features delivered: - Portfolio Dashboard Extension (Shiny) added to Connect Gallery to visualize portfolio performance: returns, rolling Sortino ratios, scatterplots, histograms, and density plots, with portfolio selection, date range, and parameter controls. Commit: 7fc9fd445eca1c10b2ffdcf691ebf7514994585d (Add portfolio-dashboard to Connect Gallery #52). - Gallery extensions added: connectwidgets-example (with README) and fastapitableau-example (FastAPI integration with Tableau Analytics Extensions and a pre-trained sales profit model). Commits: c1a5ec277bc6e9e4a9fc07536b59957dbb6fdfa3 (Add connectwidgets-example to Gallery #75); e885baf9e6adb62dd263332afdfca02619dba613 (Add fastapitableau-example to Gallery #77). Major bugs fixed: - Reaper extension metadata cleanup: Removed stale connect-extension.toml containing Reaper extension metadata and bumped the version to ensure clean configuration. Commit: 690a9b95a97106f27c7bf1c66da2610a55f8f2f0 (Remove connect-extension.toml file from Reaper #71). Overall impact and accomplishments: - Expanded analytics capabilities for portfolio management within the Connect Gallery, enabling data-driven decision making for users through richer visualizations and more accessible examples. - Streamlined onboarding for developers and data scientists via runnable gallery extensions and improved metadata hygiene, reducing maintenance overhead. Technologies/skills demonstrated: - Shiny (R) dashboard development, data visualization (returns, Sortino, scatterplots, histograms, density plots) - R Markdown, project organization, and README-driven onboarding - FastAPI integration with Tableau Analytics Extensions - Pre-trained model integration (sales profitability) and model accessibility - Versioning and metadata hygiene, clear commit messages for traceability

March 2025

3 Commits • 1 Features

Mar 1, 2025

Month 2025-03: Implemented CI packaging automation for connect-extensions, delivering TAR bundles and artifact uploads across multiple extensions, with a minor runtime-versions.qmd update; no major bugs reported this month.

Activity

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Quality Metrics

Correctness91.0%
Maintainability89.0%
Architecture87.8%
Performance84.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

JavaScriptMarkdownNonePythonRSCSSTOMLTypeScriptVueYAML

Technical Skills

API DevelopmentAuthenticationAutomated ReportingBackend DevelopmentCI/CDCSSConfiguration ManagementDashboard DevelopmentData AnalysisData ScienceData VisualizationDependency ManagementDocumentationEmail AutomationEnd-to-End Testing

Repositories Contributed To

2 repos

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

posit-dev/connect-extensions

Mar 2025 Jun 2025
4 Months active

Languages Used

PythonYAMLMarkdownRTOMLJavaScriptSCSS

Technical Skills

CI/CDGitHub ActionsPackagingPython DevelopmentAPI DevelopmentConfiguration Management

posit-dev/publisher

Aug 2025 Sep 2025
2 Months active

Languages Used

JavaScriptMarkdownNoneTypeScriptVue

Technical Skills

Configuration ManagementDocumentationEnd-to-End TestingFrontend DevelopmentGitVS Code Extension Development

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