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Tom Davids

PROFILE

Tom Davids

Worked on the uhh-cms/cmsdb repository to enhance dataset management and code quality for physics analysis workflows. Focused on improving dataset consistency and campaign mappings, the developer refactored and expanded top quark mass variation datasets for NanoAOD v9 campaigns, standardized naming conventions, and centralized configuration files to reduce misconfigurations. Leveraging Python, they applied code formatting, linting, and configuration management skills to streamline onboarding and ensure reliable downstream analysis. By consolidating dataset definitions and cleaning up imports and formatting, the work established a maintainable foundation that supports faster updates and clearer data governance across multiple analysis campaigns and years.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

10Total
Bugs
1
Commits
10
Features
3
Lines of code
1,313
Activity Months2

Your Network

11 people

Shared Repositories

11

Work History

April 2025

4 Commits • 1 Features

Apr 1, 2025

In April 2025, delivered a targeted dataset configuration refactor for 2018 NanoAODv9 in uhh-cms/cmsdb, focusing on maintainability and clarity. Actions included moving Top Quark datasets to a dedicated top.py, renaming 'mt shifted' datasets to include 'mt' for explicitness, removing an unused import, light formatting tweaks, and relocating the 2018 muon dataset to data.py. These changes reduce misconfigurations, speed onboarding, and establish a cleaner foundation for future campaign updates. This work enhances reliability of downstream analyses and supports faster data configuration workflows.

November 2024

6 Commits • 2 Features

Nov 1, 2024

November 2024 monthly summary for uhh-cms/cmsdb focused on dataset consistency, campaign mappings, and code quality improvements. Delivered two major features improving cross-campaign data integrity, plus targeted code lint cleanups to raise CI reliability.

Activity

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Quality Metrics

Correctness95.0%
Maintainability94.0%
Architecture92.0%
Performance90.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Code FormattingCode OrganizationCode RefactoringConfiguration ManagementData ConfigurationData ManagementDataset ManagementLintingPhysics Analysis SetupRefactoring

Repositories Contributed To

1 repo

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

uhh-cms/cmsdb

Nov 2024 Apr 2025
2 Months active

Languages Used

Python

Technical Skills

Code FormattingConfiguration ManagementData ConfigurationData ManagementDataset ManagementLinting