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Peter Staar

PROFILE

Peter Staar

Developed and delivered an end-to-end benchmark data workflow for the docling-project/docling-eval repository, focusing on dataset creation, iteration, visualization, and evaluation. Leveraged Python and YAML to implement robust CI/CD pipelines with GitHub Actions, enhancing automation and accelerating release cycles. Refactored the CLI for improved type safety and usability, introduced the docling_eval CLI for TEDS evaluation on DPBench, and expanded test infrastructure for comprehensive end-to-end coverage. Addressed code quality through MyPy type checking, import management, and pre-commit hooks. These efforts improved data reliability, extended evaluation capabilities, and ensured maintainable, well-documented workflows for benchmarking and data analysis tasks.

Overall Statistics

Feature vs Bugs

62%Features

Repository Contributions

32Total
Bugs
5
Commits
32
Features
8
Lines of code
6,755
Activity Months1

Work History

December 2024

32 Commits • 8 Features

Dec 1, 2024

December 2024: Delivered an end-to-end benchmark data workflow, stabilized evaluation components, and strengthened automation and documentation. Key deliverables include benchmark data handling with visualization and BenchmarkNames support, CI/CD rollout, type-safety improvements and CLI refactor, new docling_eval CLI with initial TEDS evaluation on DPBench, and enhanced end-to-end testing with improved test infrastructure and pre-commit checks. These efforts improve data reliability for benchmarks, accelerate release cycles, and extend evaluation capabilities for DPBench-based workflows.

Activity

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Quality Metrics

Correctness89.4%
Maintainability89.6%
Architecture87.2%
Performance78.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

BashHTMLJSONMarkdownPythonSQLShellYAMLyaml

Technical Skills

AutomationBenchmarkingCI/CDCLI DevelopmentCode FormattingCode QualityCode RefactoringComputer VisionConfigurationConfiguration ManagementData AnalysisData EngineeringData EvaluationData HandlingData Processing

Repositories Contributed To

1 repo

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

docling-project/docling-eval

Dec 2024 Dec 2024
1 Month active

Languages Used

BashHTMLJSONMarkdownPythonSQLShellYAML

Technical Skills

AutomationBenchmarkingCI/CDCLI DevelopmentCode FormattingCode Quality