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nuriamontala

PROFILE

Nuriamontala

Developed a comprehensive Shiny dashboard for microbiome data analysis in the egenomics/agb2025 repository, focusing on end-to-end workflows from data upload to report generation. Leveraged R, R Shiny, and Python scripting to implement dynamic taxonomic profiling, alpha and beta diversity analyses, and interactive metadata exploration. Enhanced the user experience with automated diversity visualizations, rarefaction normalization, and flexible color palettes, while improving deployment reliability and project organization. Expanded documentation and onboarding materials to streamline adoption for both users and contributors. The work emphasized reproducibility, reduced manual plotting, and established a scalable foundation for future bioinformatics and data visualization enhancements.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

19Total
Bugs
0
Commits
19
Features
4
Lines of code
5,341
Activity Months2

Work History

June 2025

11 Commits • 3 Features

Jun 1, 2025

June 2025 (2025-06) monthly summary for egenomics/agb2025 focused on delivering end-to-end improvements to diversity visualization, app deployment readiness, and developer/user onboarding. Key work centered on automating and unifying diversity visualizations for reports, improving deployment reliability, and clarifying workflows for new users and contributors.

May 2025

8 Commits • 1 Features

May 1, 2025

In May 2025, delivered a comprehensive Shiny dashboard (egenomics/agb2025) for microbiome data analysis, covering data upload, taxonomic profiling, and alpha/beta diversity analyses, plus metadata exploration and report generation. Introduced a Lifestyle tab and a rich visualization suite with heatmaps and ordination plots, dynamic UI for diversity comparisons, and improved download and statistical testing capabilities. The work emphasizes a seamless end-to-end analytics workflow, enhanced UX, and a scalable foundation for future features.

Activity

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Quality Metrics

Correctness88.4%
Maintainability84.2%
Architecture84.6%
Performance78.0%
AI Usage22.2%

Skills & Technologies

Programming Languages

BashMarkdownPythonRShell

Technical Skills

BioinformaticsData AnalysisData ProcessingData VisualizationData WranglingDocumentationFile ManagementMicrobiome AnalysisPython ScriptingRR ProgrammingR ScriptingR ShinyScriptingShell Scripting

Repositories Contributed To

1 repo

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

egenomics/agb2025

May 2025 Jun 2025
2 Months active

Languages Used

RBashMarkdownPythonShell

Technical Skills

BioinformaticsData AnalysisData VisualizationMicrobiome AnalysisRR Programming