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Riddhi Bhagwat

PROFILE

Riddhi Bhagwat

Riddhi Bhagwat enhanced the huggingface/feel repository by consolidating the evaluation pipeline and improving data and model integration using Python and YAML. She refactored data loading to leverage load_dataset, updated model and API usage to support Gemma 3, and streamlined reward evaluation for more reliable results. Riddhi expanded multilingual capabilities by adding Hindi support and introduced intuitive UI elements for language management, improving accessibility for end users. Her work also included environment configuration updates and code cleanup, such as standardizing setup with a new environment YAML and clarifying documentation, resulting in a more maintainable and contributor-friendly development workflow.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

12Total
Bugs
1
Commits
12
Features
2
Lines of code
424
Activity Months1

Work History

March 2025

12 Commits • 2 Features

Mar 1, 2025

March 2025 (huggingface/feel) focused on delivering measurable improvements to the evaluation workflow, expanding multilingual capabilities, and standardizing the development environment. The work delivered is aligned with business goals: faster and more reliable evaluation, broader language coverage for end users, and streamlined onboarding for new contributors.

Activity

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Quality Metrics

Correctness86.6%
Maintainability86.6%
Architecture83.4%
Performance83.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

PythonYAML

Technical Skills

Code CleanupCode DocumentationConfiguration ManagementData AnalysisData LoadingData ProcessingDebuggingDependency ManagementEnvironment ManagementEvaluationFrontend DevelopmentGradioInternationalizationMachine LearningModel Evaluation

Repositories Contributed To

1 repo

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

huggingface/feel

Mar 2025 Mar 2025
1 Month active

Languages Used

PythonYAML

Technical Skills

Code CleanupCode DocumentationConfiguration ManagementData AnalysisData LoadingData Processing

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