Proteobench/ProteoBench
Jan 2025 – Apr 2025
2 Months active
Languages Used
Python
Technical Skills
API HandlingData EngineeringGitGitHub IntegrationPythonSoftware Development
Fengchao
PROFILE
Fengchao
Worked on the Proteobench/ProteoBench repository, focusing on reliability and data integrity improvements rather than new feature development. Addressed critical issues by correcting repository access paths and enabling anonymous cloning when authentication tokens are absent, which stabilized CI processes. Improved benchmark data accuracy by fixing data type assignments and ensuring proper datapoint configuration. Enhanced reproducibility in proteomics analyses by refining the parsing of MSFragger versions from FragPipe workflow files, using robust file handling and regular expressions in Python. The work emphasized backend stability, data engineering, and software integration, resulting in more trustworthy benchmarking and analytics across the project’s workflows.
Overall Statistics
Feature vs Bugs
0%Features
Repository Contributions
4Total
Bugs
3
Commits
4
Features
0
Lines of code
84
Activity Months2
Your Network
22 peopleShared Repositories
22
Work History
April 2025
1 Commits
Apr 1, 2025April 2025 summary for Proteobench/ProteoBench: Delivered a critical reliability improvement by correcting the MSFragger version parsing from FragPipe workflow files, ensuring accurate reporting of the search engine version used in analyses (e.g., v23.0). The change reduces misreporting risk, strengthens reproducibility, and improves downstream analytics integrity across projects.
1 Commits
Apr 1, 2025April 2025 summary for Proteobench/ProteoBench: Delivered a critical reliability improvement by correcting the MSFragger version parsing from FragPipe workflow files, ensuring accurate reporting of the search engine version used in analyses (e.g., v23.0). The change reduces misreporting risk, strengthens reproducibility, and improves downstream analytics integrity across projects.
April 2025
January 2025
3 Commits
Jan 1, 2025Concise monthly summary for Proteobench/ProteoBench (2025-01): Reliability improvements and data accuracy enhancements driving CI stability and benchmarking trust.
January 2025
3 Commits
Jan 1, 2025Concise monthly summary for Proteobench/ProteoBench (2025-01): Reliability improvements and data accuracy enhancements driving CI stability and benchmarking trust.
Activity
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Quality Metrics
Correctness87.6%
Maintainability90.0%
Architecture90.0%
Performance85.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
API HandlingData EngineeringData ParsingFile HandlingGitGitHub IntegrationPythonRegular ExpressionsSoftware DevelopmentSoftware Integration
Repositories Contributed To
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