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Sumanth , Nandipati

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Sumanth , Nandipati

Worked on enhancing the chatbot evaluation interface for the DrAlzahraniProjects/csusb_fall2024_cse6550_team3 repository, focusing on both user experience and backend reliability. Improved the Streamlit frontend by refining feedback messaging, updating the confusion matrix display, and clarifying performance indicators, all supported by targeted CSS styling for better visual clarity. Addressed key issues in metric computation by correcting false positive and true negative calculations within the statistics module, ensuring more accurate and robust reporting. Aligned frontend metrics with backend logic to reduce ambiguity in model evaluation, leveraging Python for backend development and data analysis to support clearer, more maintainable performance insights.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

10Total
Bugs
1
Commits
10
Features
1
Lines of code
392
Activity Months1

Work History

November 2024

10 Commits • 1 Features

Nov 1, 2024

For November 2024, delivered user-facing improvements to chatbot evaluation UI and fixed key metric computation issues, resulting in clearer performance visibility and more reliable reporting for csusb_fall2024_cse6550_team3 (DrAlzahraniProjects/csusb_fall2024_cse6550_team3).

Activity

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Quality Metrics

Correctness86.0%
Maintainability89.0%
Architecture80.0%
Performance82.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

CSSPython

Technical Skills

Algorithm ImplementationBackend DevelopmentCSS StylingData AnalysisData VisualizationDatabase ManagementFrontend DevelopmentStreamlit

Repositories Contributed To

1 repo

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

DrAlzahraniProjects/csusb_fall2024_cse6550_team3

Nov 2024 Nov 2024
1 Month active

Languages Used

CSSPython

Technical Skills

Algorithm ImplementationBackend DevelopmentCSS StylingData AnalysisData VisualizationDatabase Management