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jam2miller

PROFILE

Jam2miller

Jake Miller contributed to the arvindkrishna87/STAT390_LegalAid_Fall2025 repository by developing a data wrangling and analysis notebook that streamlined CSV ingestion, targeted filtering, and preparation of machine learning-ready datasets. He established standardized documentation practices, updating naming conventions and improving onboarding and testing alignment. Using Python, Pandas, and Jupyter Notebook, Jake built an end-to-end pipeline for queue time analysis, including data preparation, outlier filtering, metric computation, and dashboard reporting. His work enhanced reproducibility and documentation quality, enabling timely insights for stakeholders. Over two months, Jake delivered four features with a focus on robust data workflows and clear documentation governance.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

11Total
Bugs
0
Commits
11
Features
4
Lines of code
169,346
Activity Months2

Work History

October 2025

8 Commits • 3 Features

Oct 1, 2025

Month: 2025-10 -- concise monthly summary focusing on key features delivered, major fixes, impact, and technologies demonstrated for performance review.

September 2025

3 Commits • 1 Features

Sep 1, 2025

September 2025 Monthly Summary for arvindkrishna87/STAT390_LegalAid_Fall2025. Focused on establishing solid project documentation discipline. Key accomplishment: Jake Miller Project Documentation Setup and Naming Convention Update, including adding Jake_Miller.pdf to Documentation and finalizing with Jake_Miller_ProjectDocumentation.pdf to reflect standard naming conventions. Major bugs fixed: none reported this month. Overall impact: improved onboarding, testing readiness, and governance; artifacts now align with project standards. Technologies/skills demonstrated: Git version control, documentation governance, naming conventions, Markdown/Docs management, collaboration.

Activity

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Quality Metrics

Correctness91.0%
Maintainability91.0%
Architecture89.0%
Performance89.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookPython

Technical Skills

Data AnalysisData VisualizationData WranglingDocumentationJupyter NotebookMatplotlibNumPyPandasPythonScikit-learnSeaborn

Repositories Contributed To

1 repo

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

arvindkrishna87/STAT390_LegalAid_Fall2025

Sep 2025 Oct 2025
2 Months active

Languages Used

Jupyter NotebookPython

Technical Skills

Data AnalysisData VisualizationData WranglingDocumentationJupyter NotebookMatplotlib

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