STOmics/cellbin2
Aug 2025 – Aug 2025
1 Month active
Languages Used
HTMLJavaScriptMarkdownPython
Technical Skills
Backend DevelopmentBug FixingCLI DevelopmentCode RefactoringComputer VisionCross-platform Development
JilmaHe
PROFILE
Jilmahe
During August 2025, this developer enhanced the STOmics/cellbin2 repository by refining the chip-detection workflow to improve stability and maintainability. They addressed critical issues such as redundant weight loading in two-stage detection and transitioned to persistent weight links, ensuring reliable model performance. Using Python and JavaScript, they optimized data visualization by adjusting image arrangement and improved reporting clarity. Their work included code refactoring, removal of obsolete assets, and updates to documentation and standard operating procedures. By focusing on backend development, error handling, and documentation hygiene, the developer delivered robust, maintainable solutions that support accurate processing and streamlined project workflows.
Overall Statistics
Feature vs Bugs
81%Features
Repository Contributions
28Total
Bugs
3
Commits
28
Features
13
Lines of code
1,527
Activity Months1
Your Network
13 people
Work History
August 2025
28 Commits • 13 Features
Aug 1, 2025August 2025 monthly summary for STOmics/cellbin2: Focused on stability, maintainability, and impact of the chip-detection workflow. Delivered feature refinements and doc hygiene, fixed critical weight-loading issues, and improved data visualization and SOPs. The work emphasizes business value through reliable processing, clearer reporting, and streamlined documentation.
28 Commits • 13 Features
Aug 1, 2025August 2025 monthly summary for STOmics/cellbin2: Focused on stability, maintainability, and impact of the chip-detection workflow. Delivered feature refinements and doc hygiene, fixed critical weight-loading issues, and improved data visualization and SOPs. The work emphasizes business value through reliable processing, clearer reporting, and streamlined documentation.
August 2025
Activity
Loading activity data...
Quality Metrics
Correctness92.2%
Maintainability94.0%
Architecture89.6%
Performance89.2%
AI Usage20.0%
Skills & Technologies
Programming Languages
HTMLJavaScriptMarkdownPython
Technical Skills
Backend DevelopmentBug FixingCLI DevelopmentCode RefactoringComputer VisionCross-platform DevelopmentData VisualizationDocumentationError HandlingFile HandlingFront End DevelopmentFrontend DevelopmentImage ProcessingMachine LearningModel Optimization
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline