KU-BIG/KUBIG_2025_SPRING
Jan 2025 – Feb 2025
2 Months active
Languages Used
C++Jupyter NotebookPythonShellBashCSSHTMLJavaScript
Technical Skills
Attention MechanismsBeautifulSoupCBOW ModelData AnalysisData PreprocessingData Science
seo-yeonkang
PROFILE
Seo-yeonkang
Developed a centralized NLP and machine learning educational notebooks library within the KU-BIG/KUBIG_2025_SPRING repository, focusing on modularity and scalability for team onboarding and self-paced learning. Over two months, delivered eight features and fixed two bugs, establishing project scaffolding, training workflows, and structured content onboarding. Leveraged Python, Jupyter Notebooks, and PyTorch to implement end-to-end workflows covering data preprocessing, embeddings, sentiment analysis, and neural network modeling. Enhanced maintainability by cleaning obsolete paths and updating documentation, while integrating assets and training pipelines. The work accelerated development cycles, standardized project structure, and positioned the repository for future deployment and collaborative contributions.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
42Total
Bugs
2
Commits
42
Features
8
Lines of code
52,582
Activity Months2
Your Network
42 peopleWork History
February 2025
32 Commits • 7 Features
Feb 1, 2025February 2025: Established a scalable foundation for KU-BIG/KUBIG_2025_SPRING with core scaffolding, data/content onboarding, and a training workflow. Key outcomes include modular app/NLP/Team1 structure, bulk content population, and a structured model_training setup, complemented by documentation updates. Cleaned up deprecated/obsolete paths and removed outdated NLP artifacts to improve maintainability and reduce confusion. Added new NLP assets and assets via upload. Overall, this accelerates onboarding, standardizes development cycles, and positions the project for the upcoming training/inference pipeline and deployment readiness, while delivering measurable business value through cleaner structure and faster feature delivery.
32 Commits • 7 Features
Feb 1, 2025February 2025: Established a scalable foundation for KU-BIG/KUBIG_2025_SPRING with core scaffolding, data/content onboarding, and a training workflow. Key outcomes include modular app/NLP/Team1 structure, bulk content population, and a structured model_training setup, complemented by documentation updates. Cleaned up deprecated/obsolete paths and removed outdated NLP artifacts to improve maintainability and reduce confusion. Added new NLP assets and assets via upload. Overall, this accelerates onboarding, standardizes development cycles, and positions the project for the upcoming training/inference pipeline and deployment readiness, while delivering measurable business value through cleaner structure and faster feature delivery.
February 2025
January 2025
10 Commits • 1 Features
Jan 1, 2025January 2025 performance summary for KU-BIG/KUBIG_2025_SPRING focused on delivering a comprehensive NLP/ML educational notebooks library. The project established a centralized repository and a scalable notebook suite covering core NLP/ML topics with practical training, evaluation, visualization, and educational discussions to accelerate onboarding and self-paced learning for teams.
January 2025
10 Commits • 1 Features
Jan 1, 2025January 2025 performance summary for KU-BIG/KUBIG_2025_SPRING focused on delivering a comprehensive NLP/ML educational notebooks library. The project established a centralized repository and a scalable notebook suite covering core NLP/ML topics with practical training, evaluation, visualization, and educational discussions to accelerate onboarding and self-paced learning for teams.
Activity
Loading activity data...
Quality Metrics
Correctness79.6%
Maintainability77.6%
Architecture78.6%
Performance74.0%
AI Usage33.6%
Skills & Technologies
Programming Languages
BashC++CSSHTMLJavaScriptJupyter NotebookMarkdownPythonShellipynb
Technical Skills
AIAI DevelopmentAI IntegrationAI/MLAttention MechanismsBERTBeautifulSoupCBOW ModelCode ArchivingData AnalysisData PreprocessingData ScienceData VisualizationDeep LearningDocumentation
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline