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amsiko21

PROFILE

Amsiko21

Developed and enhanced interactive data applications in the iramler/slu_score_module_development repository, focusing on NCAA women’s basketball statistics. Built Shiny apps that enabled users to load, clean, and visualize player data, implementing robust data wrangling and refactoring practices to ensure reliability and maintainability. Established a repeatable content scaffold using Quarto and Markdown, streamlining documentation and future content creation. Improved project structure through repository reorganization and removal of obsolete files, reducing technical debt. Leveraged R, R Markdown, and R Shiny to deliver features supporting internal demos and stakeholder communications, demonstrating strengths in data analysis, code organization, and collaborative development workflows.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

10Total
Bugs
0
Commits
10
Features
4
Lines of code
6,016
Activity Months3

Your Network

22 people

Work History

April 2025

5 Commits • 2 Features

Apr 1, 2025

April 2025: Delivered core NCAA Women's Basketball Stats Shiny App and enhanced basketball module assets. Implemented data loading and cleaning pipeline, refactored data extraction and Visualization for reliability, and removed a draft file to align project direction. Added and updated presentation assets for the basketball module to support internal demos and stakeholder communications. These efforts improved data-driven decision support, reduced technical debt, and positioned the product for upcoming reviews.

March 2025

4 Commits • 1 Features

Mar 1, 2025

Concise monthly summary for 2025-03 focusing on key accomplishments, major bug fixes (if any), impact, and technical skills demonstrated. Highlights the primary feature delivered in the iramler/slu_score_module_development repo and its business value.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025: Delivered the foundational content scaffold for the slu_score_module_development project by initializing a placeholder Quarto document (test.qmd) in the asikora directory and setting up metadata to streamline future content creation, reviews, and QA. This work establishes a repeatable pattern for content generation and enables early validation of content structure within the repository.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance78.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

MarkdownQuartoR

Technical Skills

Code OrganizationData AnalysisData CleaningData VisualizationData WranglingDocumentationRR MarkdownR ProgrammingR ShinyRefactoringShinyShiny App DevelopmentWeb DevelopmentWeb Scraping

Repositories Contributed To

1 repo

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

iramler/slu_score_module_development

Feb 2025 Apr 2025
3 Months active

Languages Used

QuartoRMarkdown

Technical Skills

DocumentationCode OrganizationData CleaningData VisualizationR ProgrammingRefactoring