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Joanne-Su

PROFILE

Joanne-su

Developed and delivered an end-to-end staffing optimization platform for the NotInvalidUsername/DSA3101_Group8_Project1 repository, focusing on both backend and frontend enhancements. The work encompassed data preparation, demand adjustment, optimization modeling using Python and CVXPY, and interactive data visualization with Streamlit. Frontend improvements included explainable model components, clarified input parameters, and a new Business Recommendations page to support business decision-making. Documentation was refined to streamline onboarding and clarify workflows, with updates to the README and workflow notes. Emphasis was placed on code portability and stability, ensuring smooth integration and handoff for demos and future development across the project.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

12Total
Bugs
0
Commits
12
Features
2
Lines of code
2,127
Activity Months1

Work History

April 2025

12 Commits • 2 Features

Apr 1, 2025

April 2025 performance summary for NotInvalidUsername/DSA3101_Group8_Project1, focusing on end-to-end platform delivery, frontend enhancements, and documentation improvements with emphasis on business value and technical excellence.

Activity

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Quality Metrics

Correctness85.0%
Maintainability85.0%
Architecture81.8%
Performance78.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

CSVMarkdownPythonStreamlit

Technical Skills

Backend DevelopmentCVXPYCode RefactoringData AnalysisData EngineeringData VisualizationDocumentationFrontend DevelopmentHolidaysMatplotlibNumPyOptimizationOptimization ModelingPandasProject Management

Repositories Contributed To

1 repo

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

NotInvalidUsername/DSA3101_Group8_Project1

Apr 2025 Apr 2025
1 Month active

Languages Used

CSVMarkdownPythonStreamlit

Technical Skills

Backend DevelopmentCVXPYCode RefactoringData AnalysisData EngineeringData Visualization