arvindkrishna87/STAT390_LegalAid_Fall2025
Sep 2025 – Oct 2025
2 Months active
Languages Used
JSONJupyter NotebookPython
Technical Skills
Data AnalysisData CleaningData ScienceData VisualizationData WranglingDocumentation
adamsahns
PROFILE
Adamsahns
Adam Sahn contributed to the arvindkrishna87/STAT390_LegalAid_Fall2025 repository by developing structured project documentation and enhancing data analysis workflows over a two-month period. He focused on improving onboarding and maintainability through standardized documentation artifacts and clear naming conventions, using Python and Jupyter Notebook for both code and documentation. Adam refined data import and analysis notebooks, managed metadata, and implemented processes to persist processed data for dashboard use. His work included IVR routing and user behavior analysis, supporting better agent routing decisions. The depth of his contributions strengthened data reliability, project governance, and reproducibility, with a clear emphasis on maintainable engineering practices.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
11Total
Bugs
0
Commits
11
Features
3
Lines of code
5,235
Activity Months2
Your Network
93 people
Work History
October 2025
9 Commits • 2 Features
Oct 1, 2025Month 2025-10 — STAT390_LegalAid_Fall2025: Two major feature deliveries with clear business value, plus strengthened documentation and data assets. 1) Call Data Analysis Workflow Enhancements: refined data import/analysis notebooks, updated file paths, execution counts, and column metadata; added code to save processed data to a designated directory for easier extraction of insights and dashboard-ready outputs; included IVR routing and user behavior analysis (Voicemail vs Other) to guide agent routing improvements. 2) Verbiage Analysis Assets and Documentation: created Verbiage Work notebook, added CallJourneyVerbiage_7Oct_Adam.pdf, and updated/renamed related PDFs and presentations to support verbiage analysis deliverables and project documentation. Major bugs fixed: none reported as major this month. Overall impact: improved data reliability and accessibility for dashboards, enabling faster, data-informed decisions and better agent routing; strengthened governance and clarity around verbiage analysis and project documentation. Technologies/skills demonstrated: Python data notebooks and pipelines, data import/analysis, metadata management, IVR analytics, Jupyter/notebook work, PDF/doc generation, and Git-based collaboration with documentation updates.
9 Commits • 2 Features
Oct 1, 2025Month 2025-10 — STAT390_LegalAid_Fall2025: Two major feature deliveries with clear business value, plus strengthened documentation and data assets. 1) Call Data Analysis Workflow Enhancements: refined data import/analysis notebooks, updated file paths, execution counts, and column metadata; added code to save processed data to a designated directory for easier extraction of insights and dashboard-ready outputs; included IVR routing and user behavior analysis (Voicemail vs Other) to guide agent routing improvements. 2) Verbiage Analysis Assets and Documentation: created Verbiage Work notebook, added CallJourneyVerbiage_7Oct_Adam.pdf, and updated/renamed related PDFs and presentations to support verbiage analysis deliverables and project documentation. Major bugs fixed: none reported as major this month. Overall impact: improved data reliability and accessibility for dashboards, enabling faster, data-informed decisions and better agent routing; strengthened governance and clarity around verbiage analysis and project documentation. Technologies/skills demonstrated: Python data notebooks and pipelines, data import/analysis, metadata management, IVR analytics, Jupyter/notebook work, PDF/doc generation, and Git-based collaboration with documentation updates.
October 2025
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025 – STAT390_LegalAid_Fall2025: Focused on documentation artifact delivery and repo hygiene to improve onboarding, maintainability, and stakeholder clarity. Delivered structured project documentation for Adam Sahn and established clear naming conventions; no major bugs reported; preparing the project for smoother handoffs and ongoing maintenance.
September 2025
2 Commits • 1 Features
Sep 1, 2025September 2025 – STAT390_LegalAid_Fall2025: Focused on documentation artifact delivery and repo hygiene to improve onboarding, maintainability, and stakeholder clarity. Delivered structured project documentation for Adam Sahn and established clear naming conventions; no major bugs reported; preparing the project for smoother handoffs and ongoing maintenance.
Activity
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Quality Metrics
Correctness85.4%
Maintainability85.4%
Architecture81.8%
Performance81.8%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSONJupyter NotebookPython
Technical Skills
Data AnalysisData CleaningData ScienceData VisualizationData WranglingDocumentationJupyter NotebookMatplotlibPandasPythonSeaborn
Repositories Contributed To
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