Worked on the virattt/ai-hedge-fund repository to enhance the accuracy and consistency of confidence value displays in the user interface. Focused on front end development using React and TypeScript, implementing a feature that rounds confidence badge values to one decimal place for improved clarity. Centralized the rounding logic within the TextOutputDialog component to ensure precision is maintained uniformly across the UI. Addressed a rounding discrepancy that previously led to inconsistent presentation, thereby improving data clarity for end users and stakeholders. The work emphasized code quality through targeted frontend refactoring and alignment with user experience expectations for confidence indicators.