arvindkrishna87/STAT390_LegalAid_Fall2025
Sep 2025 – Dec 2025
4 Months active
Languages Used
NonePDFPower BIPythontext
Technical Skills
Data VisualizationDocumentation ManagementJupyter NotebookMatplotlibNonePandas
Ella Marks
PROFILE
Ella Marks
Contributed to the arvindkrishna87/STAT390_LegalAid_Fall2025 repository by developing analytics dashboards, presentation assets, and robust documentation to support legal aid data analysis and reporting. Leveraged Python, Jupyter Notebook, and Power BI to build notebook-based data pipelines for menu traffic and hourly trends, enabling detailed drill-downs and data-driven decision-making. Enhanced project documentation for clarity and reproducibility, aligning assets with repository standards to streamline onboarding and knowledge transfer. Improved dashboard reliability through data cleaning and version control, while updating presentation materials to reflect evolving analytics. Addressed dashboard link issues and maintained governance of analytics artifacts, supporting business intelligence and stakeholder reporting.
Overall Statistics
Feature vs Bugs
92%Features
Repository Contributions
40Total
Bugs
1
Commits
40
Features
12
Lines of code
2,490
Activity Months4
Your Network
134 peopleSame Organization
@u.northwestern.edu112
Work History
December 2025
6 Commits • 2 Features
Dec 1, 2025December 2025 performance summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Delivered analytics-ready data assets and refreshed visuals to enable data-driven decisions on menu traffic and hourly trends. Implemented notebook-based data processing pipelines with data cleaning, established Power BI drill-down readiness, and refreshed presentation materials. No major bugs reported; stability improvements came from robust data reading/cleaning and updated documentation. Business impact: faster, more reliable insights for menu optimization and stakeholder reporting; improved client-facing dashboards and materials. Technologies demonstrated: Python notebooks, Power BI, data cleaning and prep, documentation, and version control.
6 Commits • 2 Features
Dec 1, 2025December 2025 performance summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Delivered analytics-ready data assets and refreshed visuals to enable data-driven decisions on menu traffic and hourly trends. Implemented notebook-based data processing pipelines with data cleaning, established Power BI drill-down readiness, and refreshed presentation materials. No major bugs reported; stability improvements came from robust data reading/cleaning and updated documentation. Business impact: faster, more reliable insights for menu optimization and stakeholder reporting; improved client-facing dashboards and materials. Technologies demonstrated: Python notebooks, Power BI, data cleaning and prep, documentation, and version control.
December 2025
November 2025
25 Commits • 7 Features
Nov 1, 2025Month 2025-11 Summary for arvindkrishna87/STAT390_LegalAid_Fall2025. In November, the team delivered critical analytics artifacts and dashboard enhancements that support Ella’s decision-making and LACMain workflows, while stabilizing documentation and data links. Deliverables include notebooks for traffic and hourly trends, legal drill-downs, aggregate trends visuals, updated Power BI dashboards, and comprehensive EllaMarks project documentation. The work emphasizes business value through improved data visibility, faster analytics delivery, and stronger governance of artifacts and links.
November 2025
25 Commits • 7 Features
Nov 1, 2025Month 2025-11 Summary for arvindkrishna87/STAT390_LegalAid_Fall2025. In November, the team delivered critical analytics artifacts and dashboard enhancements that support Ella’s decision-making and LACMain workflows, while stabilizing documentation and data links. Deliverables include notebooks for traffic and hourly trends, legal drill-downs, aggregate trends visuals, updated Power BI dashboards, and comprehensive EllaMarks project documentation. The work emphasizes business value through improved data visibility, faster analytics delivery, and stronger governance of artifacts and links.
October 2025
7 Commits • 2 Features
Oct 1, 2025October 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on delivering client-ready presentation assets and documentation updates for Group1 aggregate trends and Ella Marks project documentation. No major bugs fixed this period; development concentrated on feature delivery, documentation, and knowledge transfer.
7 Commits • 2 Features
Oct 1, 2025October 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on delivering client-ready presentation assets and documentation updates for Group1 aggregate trends and Ella Marks project documentation. No major bugs fixed this period; development concentrated on feature delivery, documentation, and knowledge transfer.
October 2025
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025: Focused on improving project documentation for the STAT390 Legal Aid project. Delivered a clearer, more accessible documentation asset by adding Ella_Marks.pdf and renaming it to Ella_Marks_ProjectDocumentation.pdf. This enhances onboarding, searchability, and knowledge transfer for the team and external reviewers. No major bug fixes were recorded in this period; all work centered on documentation clarity and asset naming for maintainability.
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025: Focused on improving project documentation for the STAT390 Legal Aid project. Delivered a clearer, more accessible documentation asset by adding Ella_Marks.pdf and renaming it to Ella_Marks_ProjectDocumentation.pdf. This enhances onboarding, searchability, and knowledge transfer for the team and external reviewers. No major bug fixes were recorded in this period; all work centered on documentation clarity and asset naming for maintainability.
Activity
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Quality Metrics
Correctness96.4%
Maintainability96.4%
Architecture96.4%
Performance96.4%
AI Usage20.4%
Skills & Technologies
Programming Languages
NonePDFPower BIPythontext
Technical Skills
Data VisualizationDocumentation ManagementJupyter NotebookMatplotlibNonePandasPower BIPythonSeabornUI/UX Designbusiness intelligencedashboard developmentdata analysisdata visualizationdocumentation
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