ksgeist/Merrimack_DSE6630
May 2025 – Jul 2025
3 Months active
Languages Used
MarkdownRHTML
Technical Skills
Conflict ResolutionData AnalysisData CleaningData ManipulationData VisualizationData Wrangling
lemieuxjm
PROFILE
Lemieuxjm
Over a three-month period, contributed to the ksgeist/Merrimack_DSE6630 repository by developing and refining end-to-end analytics workflows for healthcare and bioinformatics projects. Built predictive models for hospital readmission, implemented spatial analysis for pneumonia rates, and enhanced gene expression analytics, focusing on reproducibility and clarity. Leveraged R, R Markdown, and HTML to deliver automated, reproducible reports with advanced data visualization and statistical modeling. Improved documentation and metadata to support onboarding and collaboration, while resolving workflow conflicts and ensuring consistent data sources. Emphasized maintainable code and clear model interpretation, enabling stakeholders to derive actionable insights from complex healthcare datasets and analyses.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
19Total
Bugs
0
Commits
19
Features
7
Lines of code
12,401
Activity Months3
Your Network
25 peopleSame Organization
@merrimack.edu7
Work History
July 2025
1 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary focusing on key accomplishments, business value, and technical achievements across ksgeist/Merrimack_DSE6630. Delivered gene expression analytics documentation and calculation enhancements, improved model interpretation, and reinforced reproducibility through metadata updates. No major bugs fixed this period; targeted refinements completed to support clearer insights and faster collaboration.
1 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary focusing on key accomplishments, business value, and technical achievements across ksgeist/Merrimack_DSE6630. Delivered gene expression analytics documentation and calculation enhancements, improved model interpretation, and reinforced reproducibility through metadata updates. No major bugs fixed this period; targeted refinements completed to support clearer insights and faster collaboration.
July 2025
June 2025
5 Commits • 3 Features
Jun 1, 2025June 2025 monthly summary for ksgeist/Merrimack_DSE6630: Delivered end-to-end reporting enhancements and advanced analyses across three projects. Key achievements include PN and HF reporting enhancements with knitted deliverables, a spatial analysis workflow for pneumonia readmission rates, and finalizing Project 2 deliverables with knitted reports and refined visuals. These efforts improved report quality, reproducibility, and actionable insights for stakeholders, leveraging R, R Markdown, and spatial analytics.
June 2025
5 Commits • 3 Features
Jun 1, 2025June 2025 monthly summary for ksgeist/Merrimack_DSE6630: Delivered end-to-end reporting enhancements and advanced analyses across three projects. Key achievements include PN and HF reporting enhancements with knitted deliverables, a spatial analysis workflow for pneumonia readmission rates, and finalizing Project 2 deliverables with knitted reports and refined visuals. These efforts improved report quality, reproducibility, and actionable insights for stakeholders, leveraging R, R Markdown, and spatial analytics.
May 2025
13 Commits • 3 Features
May 1, 2025May 2025: Delivered end-to-end enhancements for Merrimack_DSE6630 including Demo_1 R Markdown improvements, Project_1 predictive analytics enhancements, and Heart Failure focus refactor. Resolved critical build issues and aligned data sources for consistent reporting.
13 Commits • 3 Features
May 1, 2025May 2025: Delivered end-to-end enhancements for Merrimack_DSE6630 including Demo_1 R Markdown improvements, Project_1 predictive analytics enhancements, and Heart Failure focus refactor. Resolved critical build issues and aligned data sources for consistent reporting.
May 2025
Activity
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Quality Metrics
Correctness78.0%
Maintainability76.8%
Architecture69.4%
Performance67.2%
AI Usage32.6%
Skills & Technologies
Programming Languages
HTMLMarkdownR
Technical Skills
API IntegrationBioinformaticsConflict ResolutionData AnalysisData CleaningData ManipulationData VisualizationData WranglingExploratory Data AnalysisFeature EngineeringGeospatial AnalysisHTMLHealthcare AnalyticsMachine LearningMachine Learning Interpretation
Repositories Contributed To
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