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Fabio Catalano

PROFILE

Fabio Catalano

Over ten months, contributed to AliceO2Group/O2Physics by developing and refining data analysis workflows for high energy physics, focusing on OmegaC and charm hadron analyses. Leveraged C++ and Python to implement Monte Carlo simulation configurations, refactor candidate handling, and enhance event selection pipelines. Improved data structures and processing logic to increase analysis accuracy, maintainability, and reproducibility, including integrating centrality and ZorroSummary data into analysis trees. Addressed bugs in data utilities and workflow robustness, emphasizing type safety and reliable data handling. The work demonstrated strong code ownership, configuration management, and a methodical approach to scientific computing in a collaborative research environment.

Overall Statistics

Feature vs Bugs

73%Features

Repository Contributions

19Total
Bugs
4
Commits
19
Features
11
Lines of code
1,566
Activity Months10

Work History

February 2026

2 Commits

Feb 1, 2026

February 2026 - O2Physics: Focused on strengthening data analysis reliability and maintainability. Implemented robustness improvements in data analysis utilities, prioritizing type safety and correct handling of return types. This included refactoring parameter types in readFonll to guarantee proper compilation and adding safe casting logic so single objects are returned as lists when appropriate. These changes reduce runtime errors, improve pipeline stability, and lay groundwork for future analytics enhancements. Commits: 386cc584710f0531a12280cd7bff0507817bde02; 4dba5e9e7d4887e902125f6fa02a3ae617834c4e. Technologies/skills demonstrated: C++ type-safety refactoring, macro handling and compilation fixes, maintainable code design.

November 2025

1 Commits • 1 Features

Nov 1, 2025

Month: 2025-11 — AliceO2Group/O2Physics delivered a targeted data-pipeline enhancement by integrating ZorroSummary into PWGHF data creation. This integration improves event selection and guarantees that ZorroSummary data is saved and available during histogram initialization, directly benefiting charm and J/psi hadronization studies. Additionally, a bug fix ensures ZorroSummary is saved in task output, enhancing data reliability across analyses.

October 2025

1 Commits • 1 Features

Oct 1, 2025

October 2025 monthly summary: Delivered a feature-rich integration that enhances event characterization by incorporating collision centrality directly into OmegaC tree creation in O2Physics. Replaced legacy centrality evaluation with a direct call to o2::hf_centrality::getCentralityColl, and expanded data structures with centrality-related fields (e.g., cent::CentFT0M) across the tree creation pathway (treeCreatorOmegac0ToOmegaPi). The work is backed by commit 46972859a9089acc30d6915a36ad5ecf87da2769 and tracks issue #13423. No major bugs fixed this month; the focus was on delivering high-value functionality and enabling more precise physics analyses. The change improves downstream data products, analysis fidelity, and cross-module collaboration with centrality utilities.

September 2025

1 Commits • 1 Features

Sep 1, 2025

Month: 2025-09. Delivered a targeted adjustment to HF event selection defaults in the AliceO2Group/O2Physics repository, tightening the starting thresholds to improve initial event-selection behavior and align with downstream analysis expectations. The change updates two header defaults: CentralityEstimation.h to -1.0f and utilsEvSelHf.h to -10.0f. Commit reference: [PWGHF] Change default value of minimum centrality cut in HF event selection (#12789) (5855accd45143c3eb9a9eaf32c956314e0b93e4c).

August 2025

4 Commits • 2 Features

Aug 1, 2025

August 2025 – AliceO2Group/O2Physics: delivered feature-driven improvements focused on PID granularity and multi-particle analysis workflows. The work enhances analysis precision, data richness, and reproducibility, enabling clearer physics signals with scalable pipelines.

July 2025

6 Commits • 3 Features

Jul 1, 2025

July 2025 monthly summary: Delivered robust OmegaC data/MC processing enforcement across O2Physics, introduced MC collision data enhancements, corrected event selection histogram naming, fixed Bs decays data processing via sliceBy usage, and extended ZDC data format with a new getter for SecFlag. These efforts increased processing robustness, data quality, and maintainability, enabling clearer configuration, more accurate MC reporting, and easier external analysis.

April 2025

1 Commits

Apr 1, 2025

April 2025 monthly summary for AliceO2Group/O2Physics: Focused on OmegaC0 analysis workflow robustness; addressed data processing and selection logic issues; refactored data structures and selection filters to improve accuracy and maintainability; enabled robust handling of OmegaC0 candidates for real data and Monte Carlo simulations.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025 (Month 2025-02) — AliceO2Group/O2Physics: Delivered a targeted refactor of the D0 Tree Creator and candidate handling to improve maintainability and readiness for performance optimizations. The changes clean up table filling, remove unnecessary includes, and tighten handling of cosThetaStar and ML probabilities for D0 and D0bar candidates, laying groundwork for faster candidate data filling and more reliable analysis pipelines.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 (AliceO2Group/O2Physics) — Strengthened code governance for PWGHF by updating code ownership, enabling clearer responsibility and faster, higher-quality code reviews. This infrastructure-driven change improves maintainability for PWGHF-related changes and aligns with code review standards.

December 2024

1 Commits • 1 Features

Dec 1, 2024

December 2024: Implemented Monte Carlo (MC) generator configuration for D2H XiC0, XiC+, and OmegaC within PWGHF, enabling generator-level MC simulations without gap triggers. Added new .ini configuration files and tests to validate generation and decay properties, ensuring reliable, repeatable simulations. This work improves simulation fidelity and throughput, reduces manual configuration, and supports PWGHF downstream analyses.

Activity

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Quality Metrics

Correctness92.2%
Maintainability91.0%
Architecture89.4%
Performance82.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++INIPythonYAML

Technical Skills

Bug FixingC++C++ DevelopmentC++ developmentC++ programmingCode OwnershipConfiguration ManagementData AnalysisData ProcessingData StructuresData analysis utilitiesHEPHigh Energy PhysicsInfrastructure ManagementMonte Carlo Simulation

Repositories Contributed To

3 repos

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

AliceO2Group/O2Physics

Jan 2025 Feb 2026
9 Months active

Languages Used

YAMLC++Python

Technical Skills

Code OwnershipInfrastructure ManagementC++Data AnalysisPhysics AnalysisC++ Development

AliceO2Group/O2DPG

Dec 2024 Dec 2024
1 Month active

Languages Used

C++INI

Technical Skills

C++ DevelopmentConfiguration ManagementMonte Carlo SimulationParticle PhysicsTesting

AliceO2Group/AliceO2

Jul 2025 Jul 2025
1 Month active

Languages Used

C++

Technical Skills

C++ DevelopmentData Structures