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Karthik Prasad

PROFILE

Karthik Prasad

Kiran Prasad worked on enhancing the stability and reliability of the fitting workflow in the IMSA-CMS/CMSAnalysis repository, focusing on C++ development for data analysis and statistical modeling. During this period, Kiran addressed a critical bug by refactoring string checks in FitFunction.cc to improve parameter line parsing, which reduced the risk of fit failures and improved code readability. Additionally, Kiran removed potentially unsafe assertions in Fitter.cc, preventing runtime errors during model fitting. While the work was limited to a single bug fix, it contributed to more robust and maintainable fitting routines, supporting reliable model training and analysis pipelines.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
13
Activity Months1

Work History

January 2026

1 Commits

Jan 1, 2026

January 2026 monthly summary for IMSA-CMS/CMSAnalysis focusing on improving the stability and reliability of the fitting workflow used in CMS data analysis. The changes deliver robustness in parameter handling and protect against runtime issues during fitting, supporting more reliable model training and analysis pipelines.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++ developmentdata analysisstatistical modeling

Repositories Contributed To

1 repo

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

IMSA-CMS/CMSAnalysis

Jan 2026 Jan 2026
1 Month active

Languages Used

C++

Technical Skills

C++ developmentdata analysisstatistical modeling

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