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zskylarli

PROFILE

Zskylarli

Zhihao Li contributed to the satijalab/seurat repository by enhancing image plotting reliability and improving cross-dataset integration workflows. He redesigned the image naming system, replacing underscores with tildes to join image names and boundary identifiers, and implemented safeguards to prevent naming collisions, reducing ambiguity in visualization outputs. In addition, he addressed a bug in the FindTransferAnchors function, ensuring correct handling of SCTransform normalization and supporting references with multiple SCT models. Working primarily in R, Zhihao applied skills in bioinformatics, data analysis, and testing, delivering targeted improvements that increased robustness and configurability for users working with complex single-cell datasets.

Overall Statistics

Feature vs Bugs

33%Features

Repository Contributions

3Total
Bugs
2
Commits
3
Features
1
Lines of code
46
Activity Months2

Work History

May 2025

2 Commits • 1 Features

May 1, 2025

In May 2025, delivered critical robustness and configurability improvements to FindTransferAnchors in satijalab/seurat. Fixed the SCT normalization handling bug to correctly select SCT models and ensure proper assay data usage when reference and query datasets have differing normalization statuses. Removed an unsupported check for mixing SCT and non-SCT assays, reducing edge-case failures. Extended FindTransferAnchors to support references with multiple SCT models, enabling more complex reference configurations and broader test coverage for diverse SCT setups. These changes enhance cross-dataset integration reliability, improve user workflows, and support more flexible SCT-based analyses across projects.

February 2025

1 Commits

Feb 1, 2025

February 2025 monthly summary for satijalab/seurat focusing on business value and technical achievements. The key delivery this month was a robust improvement to image plotting naming and collision handling. Specifically, the image plotting naming separator was changed from underscore to tilde (~) to reliably join image names with boundary identifiers, and a safeguard was added to prevent the tilde from being used in FOV names to avoid collisions. This reduces ambiguity in generated image identifiers, prevents potential conflicts in downstream analyses, and improves overall reliability of visualization workflows.

Activity

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Quality Metrics

Correctness80.0%
Maintainability86.6%
Architecture80.0%
Performance66.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

R

Technical Skills

BioinformaticsData AnalysisData VisualizationR ProgrammingTesting

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

satijalab/seurat

Feb 2025 May 2025
2 Months active

Languages Used

R

Technical Skills

BioinformaticsData VisualizationData AnalysisR ProgrammingTesting

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