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dglazier

PROFILE

Dglazier

Derek Glazier developed advanced polarization monitoring features for the JeffersonLab/halld_recon repository, focusing on circular polarization studies of rho mesons. He implemented histogram-based tracking of azimuthal decay angles with gating on beam helicity and kinematic cuts, and created a plotting macro to visualize measurements and calculate helicity asymmetry. Derek also addressed reliability by fixing histogram path resolution in analysis macros. In a subsequent update, he introduced adaptive fit model selection and dynamic histogram rebinning to improve performance and accuracy in low-statistics datasets. His work leveraged C++, ROOT, and data analysis techniques, enhancing both monitoring robustness and analysis efficiency.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

3Total
Bugs
1
Commits
3
Features
2
Lines of code
197
Activity Months2

Work History

May 2025

1 Commits • 1 Features

May 1, 2025

Monthly summary for 2025-05 focusing on business value and technical achievements for JeffersonLab/halld_recon. Key feature delivered: Adaptive Circular Monitor Fit and Histogram Rebinning. The feature dynamically selects the fit model for circular monitor data, switching between a simple sine model and a richer model based on total histogram entries, and introduces adaptive histogram rebinning by a factor of 2 when data is sparse. This improves fitting performance and responsiveness in low-statistics datasets, enabling faster and more reliable quality checks for downstream analyses. No major bugs fixed this month. Overall impact: Enhanced monitoring accuracy and speed in challenging data regimes, contributing to higher data quality and quicker feedback loops for production and research workflows. Maintains pipeline stability while delivering a notable performance and robustness uplift. Technologies/skills demonstrated: dynamic model selection logic, adaptive histogram rebinning, low-statistics data handling, performance optimization, and integration into the halld_recon monitoring workflow.

April 2025

2 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary for JeffersonLab/halld_recon: Delivered end-to-end circular polarization monitoring for the p2pi plugin, enabling polarization studies of rho mesons. Implemented histogram-based tracking of azimuthal decay angle with gating on beam helicity and kinematic cuts, plus a plotting macro to visualize measurements and calculate helicity asymmetry. Fixed histogram path resolution in HistMacro_CircMonitor by updating base path to p2pi_preco and prepending Custom_p2pi_hists/ to histogram names, improving macro reliability. These changes enhance physics analysis capabilities, reduce debugging time, and improve maintainability of polarization-related histograms and macros.

Activity

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Quality Metrics

Correctness86.6%
Maintainability86.6%
Architecture86.6%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++ROOT

Technical Skills

C++Data AnalysisPhysics AnalysisPhysics SimulationROOTROOT Analysis FrameworkRoot

Repositories Contributed To

1 repo

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

JeffersonLab/halld_recon

Apr 2025 May 2025
2 Months active

Languages Used

C++ROOT

Technical Skills

C++Data AnalysisPhysics AnalysisROOTRootPhysics Simulation

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