ksgeist/Merrimack_DSE6630
May 2025 – Jun 2025
2 Months active
Languages Used
Git IgnoreMarkdownRR MarkdownRTF
Technical Skills
Code FormattingData AnalysisData CleaningData PreprocessingData TransformationData Visualization
Sue-Susman
PROFILE
Sue-susman
Contributed to the ksgeist/Merrimack_DSE6630 repository by developing and refining data analytics modules focused on hospital readmission and pneumonia datasets. Leveraged R and Tidyverse to implement robust data cleaning, preprocessing, and merging pipelines, enabling reliable feature engineering and exploratory data analysis. Enhanced project documentation and onboarding materials to streamline team collaboration and reduce ramp-up time for new contributors. Improved repository organization through file management and version control practices, including the use of .gitignore for temporary files. These efforts resulted in more transparent stakeholder reporting, reduced data wrangling time, and consistent, reproducible analytics workflows across healthcare data projects.
Overall Statistics
Feature vs Bugs
86%Features
Repository Contributions
19Total
Bugs
1
Commits
19
Features
6
Lines of code
8,267
Activity Months2
Your Network
25 peopleSame Organization
@merrimack.edu7
Work History
June 2025
7 Commits • 3 Features
Jun 1, 2025June 2025 performance summary for ksgeist/Merrimack_DSE6630: Delivered core data preparation and analytics enhancements that enable reliable pneumonia dataset analysis and clearer hospital readmission insights, while improving repository organization and documentation. These efforts reduce data wrangling time, improve report accuracy, and strengthen collaboration, accelerating data-driven decision-making and operational transparency for stakeholders.
7 Commits • 3 Features
Jun 1, 2025June 2025 performance summary for ksgeist/Merrimack_DSE6630: Delivered core data preparation and analytics enhancements that enable reliable pneumonia dataset analysis and clearer hospital readmission insights, while improving repository organization and documentation. These efforts reduce data wrangling time, improve report accuracy, and strengthen collaboration, accelerating data-driven decision-making and operational transparency for stakeholders.
June 2025
May 2025
12 Commits • 3 Features
May 1, 2025May 2025 monthly summary focusing on key accomplishments, business value, and technical achievements across ksgeist/Merrimack_DSE6630. Highlights include healthcare analytics data cleaning and prep for hospital readmission data enabling robust feature engineering and clearer demos; expanded metadata, objectives, and EDA coverage in Project_1.Rmd; team onboarding and documentation updates; and repository hygiene improvements to ignore temporary R data files. Technologies demonstrated include R, R Markdown, data wrangling/ETL, metadata design, exploratory data analysis, and Git governance. Overall impact: accelerated feature delivery, more transparent demonstrations for stakeholders, and improved collaboration and governance across the project.
May 2025
12 Commits • 3 Features
May 1, 2025May 2025 monthly summary focusing on key accomplishments, business value, and technical achievements across ksgeist/Merrimack_DSE6630. Highlights include healthcare analytics data cleaning and prep for hospital readmission data enabling robust feature engineering and clearer demos; expanded metadata, objectives, and EDA coverage in Project_1.Rmd; team onboarding and documentation updates; and repository hygiene improvements to ignore temporary R data files. Technologies demonstrated include R, R Markdown, data wrangling/ETL, metadata design, exploratory data analysis, and Git governance. Overall impact: accelerated feature delivery, more transparent demonstrations for stakeholders, and improved collaboration and governance across the project.
Activity
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Quality Metrics
Correctness90.6%
Maintainability89.4%
Architecture84.2%
Performance79.4%
AI Usage24.2%
Skills & Technologies
Programming Languages
Git IgnoreMarkdownRR MarkdownRTF
Technical Skills
Code FormattingCode OrganizationData AnalysisData CleaningData MergingData PreprocessingData TransformationData VisualizationData WranglingDocumentationExploratory Data AnalysisFeature EngineeringFile ManagementFile Path ManagementFunction Development
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline