HWTeng-Teaching/202409-ML-FinTech
Nov 2024 – Dec 2024
2 Months active
Languages Used
Jupyter NotebookMarkdownPython
Technical Skills
Bootstrap ResamplingCross-ValidationCross-validationData AnalysisData SplittingJupyter Notebook
ElaineeeeChen
PROFILE
Elaineeeechen
Contributed to the HWTeng-Teaching/202409-ML-FinTech repository by developing analytics-ready Jupyter Notebooks that demonstrate machine learning models and statistical analysis, including classification for car mileage and regression with cross-validation and bootstrap resampling. Enhanced project documentation and asset management by consolidating PDFs, PPTX files, and data archives, while modernizing the README to improve accessibility and onboarding. Leveraged Python, Pandas, and Scikit-learn to implement model evaluation and statistical modeling workflows. Focused on reproducibility and clarity, the work established a maintainable foundation for future development and collaboration, with an emphasis on documentation hygiene and clear asset traceability throughout the project lifecycle.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
21Total
Bugs
0
Commits
21
Features
4
Lines of code
2,961
Activity Months2
Your Network
7 peopleWork History
December 2024
15 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for HWTeng-Teaching/202409-ML-FinTech: Delivered a comprehensive documentation and asset refresh for Risk Radar Forecasting Credit Card Default, consolidating PDFs/PPTX assets, a data archive, and iterative README improvements to enhance accessibility, branding, and project clarity. This effort improves onboarding, collaboration, and reproducibility, establishing a solid foundation for future development.
15 Commits • 1 Features
Dec 1, 2024December 2024 monthly summary for HWTeng-Teaching/202409-ML-FinTech: Delivered a comprehensive documentation and asset refresh for Risk Radar Forecasting Credit Card Default, consolidating PDFs/PPTX assets, a data archive, and iterative README improvements to enhance accessibility, branding, and project clarity. This effort improves onboarding, collaboration, and reproducibility, establishing a solid foundation for future development.
December 2024
November 2024
6 Commits • 3 Features
Nov 1, 2024November 2024 monthly summary for HWTeng-Teaching/202409-ML-FinTech: Delivered analytics-ready assets and updated resources to enable data-driven decision making and stakeholder communication. No explicit bugs fixed in scope based on provided data.
November 2024
6 Commits • 3 Features
Nov 1, 2024November 2024 monthly summary for HWTeng-Teaching/202409-ML-FinTech: Delivered analytics-ready assets and updated resources to enable data-driven decision making and stakeholder communication. No explicit bugs fixed in scope based on provided data.
Activity
Loading activity data...
Quality Metrics
Correctness93.8%
Maintainability93.2%
Architecture93.2%
Performance93.2%
AI Usage21.0%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPython
Technical Skills
Bootstrap ResamplingCross-ValidationCross-validationData AnalysisData SplittingDocumentationJupyter NotebookLASSOMachine LearningMatplotlibModel EvaluationNumPyPCRPLSPandas
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline