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Julia Schaffner

PROFILE

Julia Schaffner

Contributed to the arvindkrishna87/STAT390_LegalAid_Fall2025 repository by developing and refining business intelligence dashboards, data preparation workflows, and comprehensive project documentation over a four-month period. Leveraged Python, Power BI, and Jupyter Notebook to implement hierarchical filtering, session-level data organization, and time-trend visualizations, supporting clearer data storytelling and faster reporting cycles. Enhanced artifact governance through consistent naming conventions and version-controlled documentation updates, improving onboarding and maintainability. Delivered presentation-ready assets, including PDF reports and video materials, to facilitate stakeholder review. Focused on feature delivery and data readiness, with an emphasis on reliability, clarity, and cross-disciplinary collaboration across analytics and documentation tasks.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

34Total
Bugs
0
Commits
34
Features
9
Lines of code
2,090
Activity Months4

Work History

December 2025

5 Commits • 2 Features

Dec 1, 2025

December 2025 monthly summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on delivering business-value data visualization enhancements and time-trend reporting, with accompanying documentation and presentation assets. No explicit bug fixes recorded this month; primary work centered on feature delivery and artifact preparation for stakeholder review.

November 2025

12 Commits • 2 Features

Nov 1, 2025

November 2025 performance summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on delivering analytics capabilities and documentation assets for the LegalAid project. Achievements include Power BI analytics enhancements, hourly/time-trend dashboards, improved notebook/file organization, and comprehensive documentation/presentation materials. No major bugs reported; changes prioritized reliability and business value.

October 2025

15 Commits • 4 Features

Oct 1, 2025

October 2025 performance summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Delivered enhanced TimeTrends dashboards and supporting assets, expanded Power BI data preparation for hierarchical filtering, and refreshed project documentation. Strengthened artifact governance and documentation hygiene to enable faster reporting cycles and clearer data governance. No major bugs reported this month; focus was on feature delivery and data readiness.

September 2025

2 Commits • 1 Features

Sep 1, 2025

Month: 2025-09 – Key accomplishments focused on documentation improvements in arvindkrishna87/STAT390_LegalAid_Fall2025. Delivered a clearly named project document to improve onboarding, discoverability, and maintainability. No major bugs fixed this month. Overall impact: faster handoffs, clearer artifacts, and stronger project governance. Technologies/skills demonstrated include documentation standards, version-controlled changes, and naming convention enforcement for project artifacts.

Activity

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Quality Metrics

Correctness96.4%
Maintainability95.8%
Architecture95.8%
Performance95.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

PDFPower BIPythonSQL

Technical Skills

Data AnalysisData CleaningData PreparationData TransformationData VisualizationDocumentationJupyter NotebookPandasPower BIPythonbusiness intelligencedashboard designdashboard developmentdata analysisdata cleaning

Repositories Contributed To

1 repo

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

arvindkrishna87/STAT390_LegalAid_Fall2025

Sep 2025 Dec 2025
4 Months active

Languages Used

PythonSQLPDFPower BI

Technical Skills

Data AnalysisData CleaningData PreparationData TransformationData VisualizationDocumentation