
Over a three-month period, contributed to the IMSA-CMS/CMSAnalysis repository by developing and refining features for Higgs analysis workflows. Focused on enhancing data visualization and systematic uncertainty handling, this work included implementing color definitions for Higgs plots and introducing a RootScaleFactor class to manage scale factors from ROOT histograms. The developer modernized the scale factor subsystem with a new base architecture, improving extensibility and maintainability while preserving API stability. Refactoring efforts extended to plotting and fitting workflows, utilizing C++ and the ROOT framework to improve accuracy, reproducibility, and onboarding for new contributors through code cleanup and improved data presentation.
May 2025 Monthly Summary for IMSA-CMS/CMSAnalysis focusing on Higgs analysis plotting and fitting improvements.
May 2025 Monthly Summary for IMSA-CMS/CMSAnalysis focusing on Higgs analysis plotting and fitting improvements.
April 2025 IMSA-CMS/CMSAnalysis: Refined and modernized the scale factor subsystem to improve extensibility, maintainability, and future readiness. Implemented a scalable base architecture and prepared the codebase for upcoming scale factor additions.
April 2025 IMSA-CMS/CMSAnalysis: Refined and modernized the scale factor subsystem to improve extensibility, maintainability, and future readiness. Implemented a scalable base architecture and prepared the codebase for upcoming scale factor additions.
February 2025 (IMSA-CMS/CMSAnalysis): Delivered a key feature to enhance Higgs analysis visualization and scale-factor handling. Implemented color definitions for Higgs plots to improve readability and interpretation. Introduced RootScaleFactor class to robustly manage scale factors from ROOT histograms, and integrated this into common Higgs workflows to improve representation and systematic uncertainty handling. No major bugs reported this month; focus was on feature development and code quality improvements. This work enhances analysis clarity, speeds reviews, and strengthens uncertainty quantification.
February 2025 (IMSA-CMS/CMSAnalysis): Delivered a key feature to enhance Higgs analysis visualization and scale-factor handling. Implemented color definitions for Higgs plots to improve readability and interpretation. Introduced RootScaleFactor class to robustly manage scale factors from ROOT histograms, and integrated this into common Higgs workflows to improve representation and systematic uncertainty handling. No major bugs reported this month; focus was on feature development and code quality improvements. This work enhances analysis clarity, speeds reviews, and strengthens uncertainty quantification.

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