arvindkrishna87/STAT390_LegalAid_Fall2025
Sep 2025 – Dec 2025
4 Months active
Languages Used
RMarkdown
Technical Skills
Code OrganizationData AnalysisData CleaningData ManipulationData ProcessingData Visualization
hailee-kim
PROFILE
Hailee-kim
Over four months, contributed to the STAT390_LegalAid_Fall2025 repository by delivering nine features focused on data analysis, visualization, and documentation. Developed automated R scripts for processing and merging Excel datasets, extracting temporal features, and categorizing call data, enabling reproducible analytics and streamlined reporting. Implemented outcome analysis and visualization tools using R, ggplot2, and tidyverse, including donut charts for call outcomes to support decision-making. Maintained rigorous documentation practices in Markdown and PDF, reorganized team structures, and improved repository hygiene to enhance onboarding and maintainability. The work emphasized clean code organization, robust data workflows, and clear communication of analytical results.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
19Total
Bugs
0
Commits
19
Features
9
Lines of code
2,697
Activity Months4
Your Network
134 peopleSame Organization
@u.northwestern.edu112
Work History
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025 – STAT390 LegalAid project delivered a new visualization feature to enhance reporting and outcome analysis. Specifically, the Call Duration Analysis Visualization: Donut Charts for Outcomes enables at-a-glance breakdowns of call outcomes (positive, neutral, negative) and integrates into the project’s reporting stack, improving data-driven decision-making for case handling and performance assessment. The work was supported by accompanying documentation and presentation materials to facilitate stakeholder communication and onboarding of the feature.
1 Commits • 1 Features
Dec 1, 2025December 2025 – STAT390 LegalAid project delivered a new visualization feature to enhance reporting and outcome analysis. Specifically, the Call Duration Analysis Visualization: Donut Charts for Outcomes enables at-a-glance breakdowns of call outcomes (positive, neutral, negative) and integrates into the project’s reporting stack, improving data-driven decision-making for case handling and performance assessment. The work was supported by accompanying documentation and presentation materials to facilitate stakeholder communication and onboarding of the feature.
December 2025
November 2025
5 Commits • 3 Features
Nov 1, 2025November 2025: Delivered end-to-end feature work for STAT390_LegalAid_Fall2025, including Call Outcomes Analysis, visualization tooling, and comprehensive documentation updates. All work centers on data-driven insights into immigration call outcomes, enhanced visualization for decision-making, and improved maintainability through updated Prez 3 docs. No major bugs fixed this month; emphasis on feature delivery and documentation improvements.
November 2025
5 Commits • 3 Features
Nov 1, 2025November 2025: Delivered end-to-end feature work for STAT390_LegalAid_Fall2025, including Call Outcomes Analysis, visualization tooling, and comprehensive documentation updates. All work centers on data-driven insights into immigration call outcomes, enhanced visualization for decision-making, and improved maintainability through updated Prez 3 docs. No major bugs fixed this month; emphasis on feature delivery and documentation improvements.
October 2025
11 Commits • 4 Features
Oct 1, 2025Month: 2025-10. Delivered core features to improve data processing, analytics, and repository governance for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on scalable team structure, automated data workflows, analytics capabilities (CAR vs All Calls) and robust documentation & data hygiene. These work items reduce manual steps, improve data integrity, enable faster decision making, and set a foundation for reproducible analyses across the LegalAid project.
11 Commits • 4 Features
Oct 1, 2025Month: 2025-10. Delivered core features to improve data processing, analytics, and repository governance for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on scalable team structure, automated data workflows, analytics capabilities (CAR vs All Calls) and robust documentation & data hygiene. These work items reduce manual steps, improve data integrity, enable faster decision making, and set a foundation for reproducible analyses across the LegalAid project.
October 2025
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025: Focused on repository hygiene and documentation clarity. Delivered documentation housekeeping including a new documentation PDF, a macOS system file, and a renamed documentation PDF for clearer naming. No changes to production code were made. No major bugs fixed this period as work centered on documentation and repository organization. These improvements reduce onboarding time, improve maintainability, and ensure consistent project documentation.
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025: Focused on repository hygiene and documentation clarity. Delivered documentation housekeeping including a new documentation PDF, a macOS system file, and a renamed documentation PDF for clearer naming. No changes to production code were made. No major bugs fixed this period as work centered on documentation and repository organization. These improvements reduce onboarding time, improve maintainability, and ensure consistent project documentation.
Activity
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Quality Metrics
Correctness92.6%
Maintainability90.6%
Architecture87.4%
Performance86.2%
AI Usage22.2%
Skills & Technologies
Programming Languages
MarkdownR
Technical Skills
Code OrganizationData AnalysisData CleaningData ManipulationData ProcessingData VisualizationDocumentationProject ManagementR ProgrammingR programmingdata analysisdata visualizationdocumentationggplot2tidyverse
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