CUAI-CAU/2025_Basic_Track_Assignment
Mar 2025 – May 2025
3 Months active
Languages Used
Jupyter NotebookPython
Technical Skills
Array OperationsCross-ValidationData AnalysisData ManipulationData PreprocessingData Science
marybang
PROFILE
Marybang
Mary Bang developed and maintained curriculum assets for the CUAI-CAU/2025_Basic_Track_Assignment repository over three months, focusing on data science education. She created Jupyter notebooks covering data analysis, preprocessing, and machine learning workflows using Python, NumPy, and scikit-learn, enabling hands-on practice with core concepts. Her work included implementing dimensionality reduction techniques such as PCA, LDA, and SVD, as well as a stacking ensemble pipeline for model evaluation. Mary also packaged and distributed course materials to streamline onboarding and offline access. The engineering work demonstrated depth in both technical content and repository hygiene, supporting reproducibility and maintainability for learners and instructors.
Overall Statistics
Feature vs Bugs
88%Features
Repository Contributions
18Total
Bugs
1
Commits
18
Features
7
Lines of code
6,512
Activity Months3
Your Network
19 people
Work History
May 2025
4 Commits • 3 Features
May 1, 2025May 2025 performance summary for CUAI-CAU/2025_Basic_Track_Assignment: Delivered feature-rich notebooks and a presentation asset to support rapid experimentation, stakeholder communication, and decision-making. No major bugs fixed this month.
4 Commits • 3 Features
May 1, 2025May 2025 performance summary for CUAI-CAU/2025_Basic_Track_Assignment: Delivered feature-rich notebooks and a presentation asset to support rapid experimentation, stakeholder communication, and decision-making. No major bugs fixed this month.
May 2025
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for CUAI-CAU/2025_Basic_Track_Assignment: Focused on packaging and distributing course materials. Delivered two new zip-based assets with no code changes. No major bugs fixed this period. Assets enable streamlined curriculum distribution and offline access, improving instructor onboarding and learner readiness.
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for CUAI-CAU/2025_Basic_Track_Assignment: Focused on packaging and distributing course materials. Delivered two new zip-based assets with no code changes. No major bugs fixed this period. Assets enable streamlined curriculum distribution and offline access, improving instructor onboarding and learner readiness.
March 2025
12 Commits • 3 Features
Mar 1, 2025March 2025 Monthly Performance Summary for CUAI-CAU/2025_Basic_Track_Assignment: Delivered core notebook-based curriculum enhancements and repository hygiene that directly support learner onboarding and ongoing maintainability. Focused on data analysis fundamentals, ML workflow concepts, and asset provisioning for Kaggle coursework.
12 Commits • 3 Features
Mar 1, 2025March 2025 Monthly Performance Summary for CUAI-CAU/2025_Basic_Track_Assignment: Delivered core notebook-based curriculum enhancements and repository hygiene that directly support learner onboarding and ongoing maintainability. Focused on data analysis fundamentals, ML workflow concepts, and asset provisioning for Kaggle coursework.
March 2025
Activity
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Quality Metrics
Correctness91.0%
Maintainability91.0%
Architecture91.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
Array OperationsCross-ValidationData AnalysisData ManipulationData PreprocessingData ScienceData VisualizationDimensionality ReductionEnsemble MethodsFeature EngineeringHyperparameter TuningIndexingJupyter NotebookLDALinear Algebra
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline