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Rashmika Naveen

PROFILE

Rashmika Naveen

Worked on the Intelligent-Advisor-Sem-4 repository to deliver portfolio explainability features spanning both backend and frontend. Developed a FastAPI-based Portfolio Explainability API that leverages SHAP analysis and integrates with the Gemini API to generate human-readable explanations of portfolio performance, focusing on risk and return transparency. On the frontend, implemented a React and TypeScript feature to fetch and display these explanations, including animated loading states and robust error handling. Refactored code for maintainability, improved type safety, and added unit tests using pytest to ensure reliability of SHAP outputs and text generation. Emphasized scalable analytics and transparent financial insights throughout development.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

5Total
Bugs
1
Commits
5
Features
2
Lines of code
1,729
Activity Months1

Work History

May 2025

5 Commits • 2 Features

May 1, 2025

May 2025 monthly summary for Intelligent-Advisor-Sem-4 focusing on portfolio explainability capabilities across backend and frontend, with emphasis on delivering SHAP-based explanations, robust UI, and maintainable code quality. Business value centers on transparent risk/return insights, improved user trust, and scalable analytics integrations.

Activity

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Quality Metrics

Correctness90.0%
Maintainability84.0%
Architecture80.0%
Performance76.0%
AI Usage44.0%

Skills & Technologies

Programming Languages

CSSJavaScriptPythonTypeScript

Technical Skills

API DevelopmentAPI IntegrationData VisualizationFastAPIFinancial AnalysisFrontend DevelopmentLLM IntegrationMachine LearningMarkdown RenderingNext.jsPythonReactState ManagementTypeScriptUI/UX Development

Repositories Contributed To

2 repos

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

Intelligent-Advisor-Sem-4/frontend

May 2025 May 2025
1 Month active

Languages Used

CSSJavaScriptTypeScript

Technical Skills

API IntegrationFrontend DevelopmentMarkdown RenderingNext.jsReactState Management

Intelligent-Advisor-Sem-4/backend

May 2025 May 2025
1 Month active

Languages Used

Python

Technical Skills

API DevelopmentData VisualizationFastAPIFinancial AnalysisLLM IntegrationMachine Learning