STOmics/cellbin2
Jul 2025 – Sep 2025
3 Months active
Languages Used
PythonYAMLMarkdown
Technical Skills
Computer VisionConfiguration ManagementImage ProcessingPython DevelopmentDocumentationEnvironment Setup
lihanyi
PROFILE
Lihanyi
Lihanyi contributed to the STOmics/cellbin2 repository by developing and refining features for image preprocessing, data handling, and environment setup over a three-month period. Using Python and YAML, Lihanyi enhanced the cell segmentation pipeline with configurable image enhancement parameters and multi-application CLAHE support, improving segmentation accuracy and reproducibility. They also delivered cross-platform documentation and pre-packaged environment guides in Markdown to streamline onboarding and ensure consistent setup. Further, Lihanyi improved data parsing and model management by updating tissue segmentation models, expanding chip compatibility, and fixing configuration bugs, demonstrating a thorough approach to scientific computing and robust software versioning practices.
Overall Statistics
Feature vs Bugs
86%Features
Repository Contributions
11Total
Bugs
1
Commits
11
Features
6
Lines of code
407
Activity Months3
Your Network
13 people
Work History
September 2025
7 Commits • 4 Features
Sep 1, 2025Monthly performance summary for 2025-09 focusing on STOmics/cellbin2 development. Delivered enhancements to data processing, improved compatibility with updated tissues models, and strengthened documentation to support production-ready usage. The work emphasizes business value through more accurate data interpretation, broader device support, and streamlined deployment.
7 Commits • 4 Features
Sep 1, 2025Monthly performance summary for 2025-09 focusing on STOmics/cellbin2 development. Delivered enhancements to data processing, improved compatibility with updated tissues models, and strengthened documentation to support production-ready usage. The work emphasizes business value through more accurate data interpretation, broader device support, and streamlined deployment.
September 2025
August 2025
2 Commits • 1 Features
Aug 1, 2025In August 2025, delivered essential documentation improvements for pre-packaged environments in STOmics/cellbin2, focusing on cross-platform setup and rapid onboarding. Provided a Linux/Windows setup guide and a Quick Start README to accelerate user adoption and ensure reproducible environments. These efforts reduce onboarding time and support load by clarifying setup steps.
August 2025
2 Commits • 1 Features
Aug 1, 2025In August 2025, delivered essential documentation improvements for pre-packaged environments in STOmics/cellbin2, focusing on cross-platform setup and rapid onboarding. Provided a Linux/Windows setup guide and a Quick Start README to accelerate user adoption and ensure reproducible environments. These efforts reduce onboarding time and support load by clarifying setup steps.
July 2025
2 Commits • 1 Features
Jul 1, 2025Month: 2025-07. Summary of work focused on enhancing the image preprocessing stage for cell binning to improve segmentation quality, reproducibility, and automation in downstream analyses for STOmics/cellbin2.
2 Commits • 1 Features
Jul 1, 2025Month: 2025-07. Summary of work focused on enhancing the image preprocessing stage for cell binning to improve segmentation quality, reproducibility, and automation in downstream analyses for STOmics/cellbin2.
July 2025
Activity
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Quality Metrics
Correctness89.2%
Maintainability89.2%
Architecture87.4%
Performance80.0%
AI Usage21.8%
Skills & Technologies
Programming Languages
MarkdownPythonYAML
Technical Skills
Computer VisionConfiguration ManagementData HandlingData ParsingData ProcessingDocumentationEnvironment SetupImage ProcessingModel ManagementPython DevelopmentScientific ComputingScriptingSoftware Versioning
Repositories Contributed To
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