Yihe-Harry/DSA3101-Group-Project
Mar 2025 – Apr 2025
2 Months active
Languages Used
Jupyter NotebookMarkdownPNGPython
Technical Skills
Asset IntegrationClusteringCode CleanupComment ImprovementData AnalysisData Cleaning
mab-ell
PROFILE
Mab-ell
Mabel Ng developed a real-time customer segmentation engine for the Yihe-Harry/DSA3101-Group-Project, focusing on scalable analytics and repository maintainability. She implemented an end-to-end pipeline using Python and Jupyter Notebook, integrating KMeans clustering with PCA visualization to enable dynamic updates and demonstrate business impact. Her work included data loading, preprocessing, and asset integration, as well as refactoring the repository structure to support onboarding and reproducibility. Mabel also improved documentation and standardized file organization, ensuring the project was customer-ready for segmentation pilots. The depth of her contributions established a robust foundation for future analytics and collaborative development within the team.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
27Total
Bugs
0
Commits
27
Features
4
Lines of code
102,415
Activity Months2
Your Network
7 people
Work History
April 2025
10 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Yihe-Harry/DSA3101-Group-Project. Focused on establishing a scalable, customer-ready foundation for real-time segmentation by refactoring repo structure and delivering essential documentation. The work improves onboarding, reproducibility, and readiness for customer pilots while setting the stage for subsequent feature work.
10 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Yihe-Harry/DSA3101-Group-Project. Focused on establishing a scalable, customer-ready foundation for real-time segmentation by refactoring repo structure and delivering essential documentation. The work improves onboarding, reproducibility, and readiness for customer pilots while setting the stage for subsequent feature work.
April 2025
March 2025
17 Commits • 3 Features
Mar 1, 2025March 2025 monthly summary for the Yihe-Harry/DSA3101-Group-Project highlighting delivered capabilities, maintenance efforts, and business impact. Focused on real-time analytics, data scaffolding, and repository hygiene to empower faster decisioning and scalable analytics.
March 2025
17 Commits • 3 Features
Mar 1, 2025March 2025 monthly summary for the Yihe-Harry/DSA3101-Group-Project highlighting delivered capabilities, maintenance efforts, and business impact. Focused on real-time analytics, data scaffolding, and repository hygiene to empower faster decisioning and scalable analytics.
Activity
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Quality Metrics
Correctness91.8%
Maintainability91.8%
Architecture91.0%
Performance91.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPNGPython
Technical Skills
Asset IntegrationClusteringCode CleanupCode OrganizationComment ImprovementData AnalysisData CleaningData LoadingData ManagementData ScienceData VisualizationDocumentationFile ManagementMachine LearningRefactoring
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline