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stepharosen

PROFILE

Stepharosen

Stephanie Rosen developed data ingestion, analytics, and visualization features for the Prof-Drake-UMD/INST-760-SUMMER25 repository over two months. She engineered scalable pipelines for anime metadata, aligning data models to support recommendation systems and analytics workflows. Using Python, Pandas, and Dash, she built interactive dashboards and analysis scripts for both anime and Pokémon datasets, enabling rapid exploration of complex statistics. Her work included refactoring dashboard layouts for the World Happiness Report, improving maintainability and presentation. Stephanie’s contributions demonstrated depth in data engineering and visualization, integrating large datasets and delivering end-to-end solutions that enhanced the repository’s analytical and user-facing capabilities.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

10Total
Bugs
1
Commits
10
Features
4
Lines of code
211,713
Activity Months2

Work History

August 2025

9 Commits • 3 Features

Aug 1, 2025

Monthly summary for 2025-08 (Prof-Drake-UMD/INST-760-SUMMER25). Delivered end-to-end data visualization capabilities across diverse datasets, enabling rapid insights into complex statistics and supporting data-driven decision making. Key refactors and visual pipelines improved consistency and maintainability across dashboards and analytics scripts.

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 performance summary for Prof-Drake-UMD/INST-760-SUMMER25. Delivered a foundational anime dataset ingestion to support recommendation and analytics workflows, established data model alignment for scalable pipelines, and prepared the project for data-driven feature development. This work enhances analytics capabilities and paves the way for richer user experience recommendations.

Activity

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Quality Metrics

Correctness89.0%
Maintainability89.0%
Architecture87.0%
Performance86.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

CSSCSVHTMLJavaScriptPython

Technical Skills

DashData AnalysisData EngineeringData EntryData VisualizationDataset ManagementETLMatplotlibNumpyPandasPlotlyPythonSeabornWeb Development

Repositories Contributed To

1 repo

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

Prof-Drake-UMD/INST-760-SUMMER25

Jul 2025 Aug 2025
2 Months active

Languages Used

CSVCSSHTMLJavaScriptPython

Technical Skills

Data AnalysisData EngineeringETLDashData EntryData Visualization

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