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Yannick Fischer

PROFILE

Yannick Fischer

Worked on the uhh-cms/cmsdb repository to expand and refine datasets for high energy physics analysis, focusing on Run 3 Monte Carlo samples and processes such as AZH, TTZ, and WWZ. Applied Python scripting and configuration management to deliver new datasets, update campaign configurations, and ensure accurate metadata and process identifiers. Emphasized code quality through consistent linting, formatting, and refactoring, improving maintainability and reducing regressions. Addressed bugs affecting data integrity and optimized data processing pathways for analytics readiness. The work supported scalable workflows and enhanced the reliability of scientific computing pipelines for physics analysis and dataset management within the CMSDB project.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

22Total
Bugs
3
Commits
22
Features
6
Lines of code
18,306
Activity Months3

Work History

January 2026

3 Commits • 2 Features

Jan 1, 2026

January 2026 performance summary focusing on CMSDB: delivered WWZ Process Dataset Expansion and code quality improvements; improved dataset integrity and maintainability; laid groundwork for WWZ workflow scalability.

December 2025

3 Commits • 1 Features

Dec 1, 2025

December 2025: Focused work on the uhh-cms/cmsdb repository to improve TTZ data processing reliability and analytics readiness. Delivered a critical bug fix for TTZ dataset identifiers/keys and implemented configuration enhancements to broaden data processing coverage and accuracy for analysis.

October 2025

16 Commits • 3 Features

Oct 1, 2025

In October 2025, the CMSDB work focused on expanding Run 3 MC coverage, finalizing azh campaign integration, improving code quality, and expanding Run 3 datasets for 2022/2023 campaigns. Key outcomes include delivery of Run 3 AZH MC samples across mediator masses (MA) and Higgs masses (MH), with configurations for pre- and post-B-Physics data taking; integration of the azh campaign with datasets and default cross-sections; resolution of a CMS init file newline regression; code linting to improve maintainability; and expansion of TTZ/TTW/DY and data_doublemu datasets with registrations and metadata updates. These efforts enhance Run 3 analysis readiness, data fidelity, and maintainability across the CMSDB repo.

Activity

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Quality Metrics

Correctness98.2%
Maintainability97.4%
Architecture96.4%
Performance96.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

Pythonpython

Technical Skills

Code FormattingCode LintingCode RefactoringCode RevertConfigurationConfiguration ManagementData ConfigurationData ManagementDataset ManagementHigh Energy PhysicsLintingMonte Carlo SimulationPhysics Analysis SetupPythonPython Development

Repositories Contributed To

1 repo

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

uhh-cms/cmsdb

Oct 2025 Jan 2026
3 Months active

Languages Used

Pythonpython

Technical Skills

Code FormattingCode LintingCode RefactoringCode RevertConfigurationConfiguration Management