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
Contributed to the Yihe-Harry/DSA3101-Group-Project by building a real-time customer segmentation engine using Python and Jupyter Notebook, leveraging KMeans clustering with PCA visualization to enable dynamic analysis of customer data. Focused on asset integration, data cleaning, and code organization, the work included developing end-to-end pipelines, preparing cleaned datasets, and migrating legacy assets to align with evolving project structures. Enhanced repository maintainability through comprehensive documentation, standardized naming, and file management, while refactoring the codebase to support scalable, customer-ready segmentation pilots. Emphasized reproducibility and onboarding by updating READMEs and restructuring files, laying a foundation for future analytics features.
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 peopleWork 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