arvindkrishna87/STAT390_WI2025
Jan 2025 – Feb 2025
2 Months active
Languages Used
PythonC++
Technical Skills
Data AnalysisData VisualizationGeospatial Data HandlingJupyter NotebooksComputer VisionData Processing
sarieisen25
PROFILE
Sarieisen25
Sari Eisen developed data visualization and image processing features for the arvindkrishna87/STAT390_WI2025 repository, focusing on reproducible workflows for geospatial and microscopy data. She implemented contour normal gridding visualizations in Jupyter Notebooks and documented GeoDataFrame export processes to support data analysis. In February, Sari engineered an automated image patch extraction pipeline using Python and OpenCV, handling contour-based patch generation, overlap resolution, and performance metrics export for microscopy slides. She also stabilized the patch export process by fixing affine transformation bugs and improved repository maintainability through code cleanup and test asset integration, demonstrating depth in computer vision and data processing.
Overall Statistics
Feature vs Bugs
80%Features
Repository Contributions
8Total
Bugs
1
Commits
8
Features
4
Lines of code
2,411
Activity Months2
Your Network
83 people
Work History
February 2025
6 Commits • 2 Features
Feb 1, 2025February 2025 performance summary for arvindkrishna87/STAT390_WI2025: Focused on delivering an end-to-end image patch processing pipeline, stabilizing patch export through robust handling of contour-based patch generation and overlaps, and tightening the repository with testing assets. These efforts increase data throughput, reproducibility, and maintainability, enabling scaled analysis of microscopy slides and more reliable performance metrics export.
6 Commits • 2 Features
Feb 1, 2025February 2025 performance summary for arvindkrishna87/STAT390_WI2025: Focused on delivering an end-to-end image patch processing pipeline, stabilizing patch export through robust handling of contour-based patch generation and overlaps, and tightening the repository with testing assets. These efforts increase data throughput, reproducibility, and maintainability, enabling scaled analysis of microscopy slides and more reliable performance metrics export.
February 2025
January 2025
2 Commits • 2 Features
Jan 1, 2025January 2025: STAT390_WI2025 contributions focused on visualization and data export documentation within arvindkrishna87/STAT390_WI2025.
January 2025
2 Commits • 2 Features
Jan 1, 2025January 2025: STAT390_WI2025 contributions focused on visualization and data export documentation within arvindkrishna87/STAT390_WI2025.
Activity
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Quality Metrics
Correctness72.6%
Maintainability82.4%
Architecture75.0%
Performance72.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++Python
Technical Skills
Computer VisionData AnalysisData ProcessingData VisualizationFile I/OFile System OperationsGeospatial Data HandlingImage ProcessingJupyter NotebooksOpenCVPython Scripting
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