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Sofia Giappichini

PROFILE

Sofia Giappichini

During two months contributing to KIT-CMS/CROWN, Simone Giappichelli developed and integrated a JSON-driven JetID function for jets.cxx, enabling configurable jet identification across multiple nanoAOD versions. He updated and reorganized documentation for nanoAOD v12–v15, providing detailed cross-version comparisons and clarifying data schema changes to support researcher migration and onboarding. Using C++ and ROOT RDataFrame, Simone refined Jet ID evaluation thresholds, improved type casting for trigger bits, and enhanced code maintainability by restructuring functions under the quantity namespace. He also addressed documentation clarity by correcting formatting issues, demonstrating thorough attention to both technical robustness and collaborative usability.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

17Total
Bugs
1
Commits
17
Features
3
Lines of code
17,835
Activity Months2

Work History

August 2025

6 Commits • 1 Features

Aug 1, 2025

Concise monthly summary for KIT-CMS/CROWN (2025-08). Key accomplishments include delivering Jet ID production for nanoAOD v15 with cross-version compatibility across nanoAOD v9/v12/v15, updating trigger_bits type casting to ensure backward compatibility, and refining the Jet ID evaluation threshold for robustness. The Jet ID function was reorganized under the quantity namespace for better maintainability and the related PairSelection documentation in the eltau channel was updated. Additionally, a minor documentation typo in nanoAODversions.rst was fixed to improve clarity. Overall, these changes enhance reliability of jet identification across nanoAOD versions, improve maintainability, and support faster onboarding for contributors.

July 2025

11 Commits • 2 Features

Jul 1, 2025

July 2025: Delivered critical documentation updates for NanoAOD v12–v15 in KIT-CMS/CROWN and integrated a JSON-driven JetID function, with focused cleanup to improve maintainability and reproducibility. These efforts directly enable researchers to migrate to the latest data schemas confidently and support configurable jet identification criteria.

Activity

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Quality Metrics

Correctness88.2%
Maintainability88.2%
Architecture83.4%
Performance76.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++RSTreStructuredTextrst

Technical Skills

C++Data AnalysisData Format ManagementDocumentationNanoAODPhysics AnalysisPhysics SimulationROOTROOT RDataFrameSoftware EngineeringVersion Control

Repositories Contributed To

1 repo

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

KIT-CMS/CROWN

Jul 2025 Aug 2025
2 Months active

Languages Used

C++RSTreStructuredTextrst

Technical Skills

C++Data AnalysisData Format ManagementDocumentationPhysics AnalysisROOT RDataFrame

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