nikbearbrown/INFO_7390_Art_and_Science_of_Data
Dec 2024 – Dec 2024
1 Month active
Languages Used
Jupyter NotebookPython
Technical Skills
Data AnalysisData VisualizationDimensionality ReductionMachine Learning
Sri Poojitha Mandali
PROFILE
Sri Poojitha Mandali
Developed foundational data analysis and AI project scaffolding within the nikbearbrown/INFO_7390_Art_and_Science_of_Data repository, focusing on enabling reproducible workflows and rapid experimentation. Delivered a comprehensive Jupyter Notebook for exploring Spotify track data, applying dimensionality reduction techniques to enhance data understanding and reorganizing the project directory for improved clarity. Established the initial structure for the Recipe Curator GenAI project, including dataset placeholders to support future AI-driven recommendations. Leveraged Python, data visualization, and machine learning skills to streamline onboarding and facilitate future prototyping. The work emphasized maintainable project organization and laid the groundwork for scalable data exploration in subsequent development cycles.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
3Total
Bugs
0
Commits
3
Features
2
Lines of code
1,067,671
Activity Months1
Your Network
159 peopleShared Repositories
18
Work History
December 2024
3 Commits • 2 Features
Dec 1, 2024December 2024: Delivered foundational data understanding capability and GenAI project scaffolding for Recipe Curator, with targeted improvements to project structure and reproducible workflows, enabling faster data exploration and future AI prototyping. No explicit bug fixes recorded this period.
3 Commits • 2 Features
Dec 1, 2024December 2024: Delivered foundational data understanding capability and GenAI project scaffolding for Recipe Curator, with targeted improvements to project structure and reproducible workflows, enabling faster data exploration and future AI prototyping. No explicit bug fixes recorded this period.
December 2024
Activity
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Quality Metrics
Correctness66.6%
Maintainability66.6%
Architecture66.6%
Performance66.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
Jupyter NotebookPython
Technical Skills
Data AnalysisData VisualizationDimensionality ReductionMachine Learning
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