arvindkrishna87/STAT390_LegalAid_Fall2025
Sep 2025 – Dec 2025
4 Months active
Languages Used
RR MarkdownMarkdownPDFText
Technical Skills
Data AnalysisData CleaningData FilteringData ImportData OrganizationData Processing
carolinecorr
PROFILE
Carolinecorr
Contributed to the STAT390_LegalAid_Fall2025 repository by developing and refining data analysis workflows, documentation, and reporting assets over a four-month period. Delivered features such as automated data import pipelines, comprehensive analytics for call outcomes, and a tagging system for contact session activities, all implemented in R using packages like dplyr and ggplot2. Enhanced project structure and documentation with Markdown and R Markdown to improve onboarding and reproducibility. Focused on clarity and maintainability, the work emphasized reproducible analytics, stakeholder-ready visualizations, and robust documentation management, resulting in streamlined data processing, clearer reporting, and reduced maintenance overhead for future contributors.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
39Total
Bugs
0
Commits
39
Features
15
Lines of code
1,571
Activity Months4
Your Network
134 peopleSame Organization
@u.northwestern.edu112
Work History
December 2025
1 Commits • 1 Features
Dec 1, 2025Month: 2025-12. Focused on delivering a concise improvement to documentation for Presentation 5 within the STAT390_LegalAid_Fall2025 project. No major bugs reported this month; effort concentrated on clarity, completeness, and developer-friendly guidance to accelerate onboarding and future maintenance.
1 Commits • 1 Features
Dec 1, 2025Month: 2025-12. Focused on delivering a concise improvement to documentation for Presentation 5 within the STAT390_LegalAid_Fall2025 project. No major bugs reported this month; effort concentrated on clarity, completeness, and developer-friendly guidance to accelerate onboarding and future maintenance.
December 2025
November 2025
10 Commits • 3 Features
Nov 1, 2025Delivered analytics and reporting enhancements for STAT390_LegalAid_Fall2025 in November 2025, focusing on (1) comprehensive family menu outcomes analysis with termination reasons categorization and summarization of call outcomes, (2) a Call Outcomes Tagging System with an R script to support tagging based on last activity in contact sessions, and (3) extensive documentation, presentations, and stakeholder materials updates (PDFs, videos, new slides). No explicit major bugs documented; improvements focused on feature delivery, data quality, and stakeholder communication. Business value: stronger data-driven insights, faster reporting, and improved stakeholder engagement.
November 2025
10 Commits • 3 Features
Nov 1, 2025Delivered analytics and reporting enhancements for STAT390_LegalAid_Fall2025 in November 2025, focusing on (1) comprehensive family menu outcomes analysis with termination reasons categorization and summarization of call outcomes, (2) a Call Outcomes Tagging System with an R script to support tagging based on last activity in contact sessions, and (3) extensive documentation, presentations, and stakeholder materials updates (PDFs, videos, new slides). No explicit major bugs documented; improvements focused on feature delivery, data quality, and stakeholder communication. Business value: stronger data-driven insights, faster reporting, and improved stakeholder engagement.
October 2025
26 Commits • 10 Features
Oct 1, 2025Month 2025-10 for arvindkrishna87/STAT390_LegalAid_Fall2025 focused on data ingestion, visualization, and repository hygiene to drive faster, reproducible analytics for stakeholder-ready insights. Key features delivered include: CAR data import in R enabling ingestion of CAR datasets; a new test.R testing framework to validate analyses; a robust graphics/visualizations suite (including Nikole's graph) with multiple plot enhancements; and a major project structure refactor moving analysis into a code folder with cleanup of obsolete Rmd/resources. Documentation updates and data import notes were added to improve onboarding and reproducibility. Ongoing refinements to inbound calls comparison and R script updates ensured alignment with latest data structures and reporting needs. Overall impact: streamlined data workflows, repeatable analyses, clearer visuals for decision-makers, and reduced maintenance burden. Technologies/skills demonstrated: R programming, data import pipelines, data visualization, test automation, codebase refactor, and technical documentation.
26 Commits • 10 Features
Oct 1, 2025Month 2025-10 for arvindkrishna87/STAT390_LegalAid_Fall2025 focused on data ingestion, visualization, and repository hygiene to drive faster, reproducible analytics for stakeholder-ready insights. Key features delivered include: CAR data import in R enabling ingestion of CAR datasets; a new test.R testing framework to validate analyses; a robust graphics/visualizations suite (including Nikole's graph) with multiple plot enhancements; and a major project structure refactor moving analysis into a code folder with cleanup of obsolete Rmd/resources. Documentation updates and data import notes were added to improve onboarding and reproducibility. Ongoing refinements to inbound calls comparison and R script updates ensured alignment with latest data structures and reporting needs. Overall impact: streamlined data workflows, repeatable analyses, clearer visuals for decision-makers, and reduced maintenance burden. Technologies/skills demonstrated: R programming, data import pipelines, data visualization, test automation, codebase refactor, and technical documentation.
October 2025
September 2025
2 Commits • 1 Features
Sep 1, 2025Month: 2025-09. Key outcomes: 1) Key features delivered: Added Caroline Corr Project Documentation PDF to Documentation and renamed to Caroline_Corr_ProjectDocumentation.pdf to improve clarity and organization. Commits involved: 059a57e952f3f64d28f56e15e074d4465f4ff0ec (Create Caroline_Corr.pdf) and e5a18218f3d3e85195238f25775eef9f4ca2a592 (Fix naming convention). 2) Major bugs fixed: Corrected and standardized the documentation asset naming to avoid confusion between files, reducing downstream errors and misfiled assets. 3) Overall impact and accomplishments: Improved documentation discoverability, easier onboarding for new developers, and stronger asset governance for the STAT390_LegalAid_Fall2025 project. 4) Technologies/skills demonstrated: Git version control, naming convention enforcement, documentation asset management, and cross-team collaboration for documentation quality.
September 2025
2 Commits • 1 Features
Sep 1, 2025Month: 2025-09. Key outcomes: 1) Key features delivered: Added Caroline Corr Project Documentation PDF to Documentation and renamed to Caroline_Corr_ProjectDocumentation.pdf to improve clarity and organization. Commits involved: 059a57e952f3f64d28f56e15e074d4465f4ff0ec (Create Caroline_Corr.pdf) and e5a18218f3d3e85195238f25775eef9f4ca2a592 (Fix naming convention). 2) Major bugs fixed: Corrected and standardized the documentation asset naming to avoid confusion between files, reducing downstream errors and misfiled assets. 3) Overall impact and accomplishments: Improved documentation discoverability, easier onboarding for new developers, and stronger asset governance for the STAT390_LegalAid_Fall2025 project. 4) Technologies/skills demonstrated: Git version control, naming convention enforcement, documentation asset management, and cross-team collaboration for documentation quality.
Activity
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Quality Metrics
Correctness90.4%
Maintainability89.8%
Architecture84.6%
Performance85.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
MarkdownPDFRR MarkdownText
Technical Skills
Data AnalysisData CleaningData FilteringData ImportData OrganizationData ProcessingData VisualizationData WranglingDocumentationDocumentation ManagementRR ProgrammingR ScriptingR programmingReproducibility
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