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
Worked on the STOmics/cellbin2 repository to enhance the chip-detection workflow, focusing on stability, maintainability, and business value. Addressed critical issues such as redundant weight loading in two-stage detection and improved the persistence of model weight links. Refined data visualization by adjusting image arrangement and updated reporting sections for clearer outputs. Contributed to documentation hygiene by removing obsolete assets, restructuring directories, and updating standard operating procedures. Utilized Python and JavaScript for backend and frontend development, incorporating skills in computer vision, machine learning, and data visualization. The work emphasized reliable processing, streamlined documentation, and improved maintainability across the project.
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 peopleShared Repositories
13
syq6152Member
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dengzhonghanMember
fnbgiMember
hedongdong1Member
lihanyiMember
GENOMICS\limei1Member
liuhuanlinMember
lizepeng1Member
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
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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
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