arvindkrishna87/STAT390_LegalAid_Fall2025
Sep 2025 – Dec 2025
4 Months active
Languages Used
Jupyter NotebookPythonExcelPDFR
Technical Skills
Data AnalysisData CleaningDocumentationFile HandlingJupyter NotebookMatplotlib
viviadams1968
PROFILE
Viviadams1968
Vivienne Adams developed a suite of data analytics and documentation features for the arvindkrishna87/STAT390_LegalAid_Fall2025 repository, focusing on legal aid call outcome analysis and data governance. She engineered Jupyter notebooks in Python and R to ingest, clean, and classify call data, implementing advanced tagging and aggregation logic to improve reporting and agent performance tracking. Her work included updating Excel-based tagging datasets and maintaining comprehensive project documentation in PDF format. By emphasizing reproducibility, clear documentation, and robust data pipelines, Vivienne enabled more actionable insights for legal aid workflows and streamlined onboarding, demonstrating depth in data management and analytics engineering.
Overall Statistics
Feature vs Bugs
89%Features
Repository Contributions
21Total
Bugs
1
Commits
21
Features
8
Lines of code
14,329
Activity Months4
Your Network
22 peopleWork History
December 2025
4 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on feature delivery of the CallOutcomeTagging notebook enhancements, tagging and analytics improvements, and updated classification rules for legal menus/subtypes, with last-activity based tagging and refreshed documentation. Business value delivered: clearer insights into call outcomes, improved agent performance tracking, and more accurate data to guide legal aid strategies. No major bugs fixed this month; priority was feature delivery and documentation. Technologies used include Python, Jupyter notebooks, data analytics, tagging/classification logic, and Git-based version control. Artifacts include CallOutcomeTagging_9Dec_Vivienne.ipynb and related commits; .Rhistory updates; Vivi_Adams_ProjectDocumentation.pdf.
4 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on feature delivery of the CallOutcomeTagging notebook enhancements, tagging and analytics improvements, and updated classification rules for legal menus/subtypes, with last-activity based tagging and refreshed documentation. Business value delivered: clearer insights into call outcomes, improved agent performance tracking, and more accurate data to guide legal aid strategies. No major bugs fixed this month; priority was feature delivery and documentation. Technologies used include Python, Jupyter notebooks, data analytics, tagging/classification logic, and Git-based version control. Artifacts include CallOutcomeTagging_9Dec_Vivienne.ipynb and related commits; .Rhistory updates; Vivi_Adams_ProjectDocumentation.pdf.
December 2025
November 2025
10 Commits • 3 Features
Nov 1, 2025Month: 2025-11 — Focused data analytics, data quality, and documentation work for arvindkrishna87/STAT390_LegalAid_Fall2025. Delivered notebook-based outcomes analysis and classification, updated tagging data to reflect current datasets, and refreshed project documentation. No explicit major bugs fixed this month; involved improvements are primarily in data processing, reproducibility, and documentation. These efforts enhance data-driven decision making for legal aid workflows and set the stage for faster onboarding and maintainability.
November 2025
10 Commits • 3 Features
Nov 1, 2025Month: 2025-11 — Focused data analytics, data quality, and documentation work for arvindkrishna87/STAT390_LegalAid_Fall2025. Delivered notebook-based outcomes analysis and classification, updated tagging data to reflect current datasets, and refreshed project documentation. No explicit major bugs fixed this month; involved improvements are primarily in data processing, reproducibility, and documentation. These efforts enhance data-driven decision making for legal aid workflows and set the stage for faster onboarding and maintainability.
October 2025
4 Commits • 3 Features
Oct 1, 2025Monthly summary for 2025-10: STAT390_LegalAid_Fall2025 work focusing on analytics notebooks and project documentation. No production bugs reported this month. All work completed with clear documentation and reproducible workflows.
4 Commits • 3 Features
Oct 1, 2025Monthly summary for 2025-10: STAT390_LegalAid_Fall2025 work focusing on analytics notebooks and project documentation. No production bugs reported this month. All work completed with clear documentation and reproducible workflows.
October 2025
September 2025
3 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025: Focused on repository hygiene and documentation asset management. Fixed unintended macOS noise (.DS_Store) and standardized documentation assets, notably adding Vivi_Adams.pdf and renaming it to Vivi_Adams_ProjectDocumentation.pdf. These changes reduce merge noise, improve onboarding, and strengthen governance around repository artifacts.
September 2025
3 Commits • 1 Features
Sep 1, 2025September 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025: Focused on repository hygiene and documentation asset management. Fixed unintended macOS noise (.DS_Store) and standardized documentation assets, notably adding Vivi_Adams.pdf and renaming it to Vivi_Adams_ProjectDocumentation.pdf. These changes reduce merge noise, improve onboarding, and strengthen governance around repository artifacts.
Activity
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Quality Metrics
Correctness89.6%
Maintainability89.6%
Architecture89.6%
Performance87.6%
AI Usage22.0%
Skills & Technologies
Programming Languages
ExcelJupyter NotebookPDFPythonR
Technical Skills
Data AnalysisData CleaningDocumentationFile HandlingJupyter NotebookMatplotlibPandasPythonR programmingSeaborndata analysisdata cleaningdata managementdata visualizationdocumentation
Repositories Contributed To
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