
Worked on the Metaculus/metaculus repository to deliver a comprehensive UI redesign and backend enhancements for Question Links, focusing on in-place editing and robust link management. Leveraged Django and React to create a seamless workflow from user interface actions to backend persistence, incorporating embeddings-based similarity for link suggestions and improved parsing of IDs and URLs. Enhanced the linking workflow by supporting sub-questions and ensuring data integrity through backend safeguards. Mobile user experience was refined with persistent actions and layout adjustments, while code quality improvements addressed maintainability and performance. The work demonstrated full stack development skills using JavaScript, Python, and TypeScript.
In May 2026, delivered a major UI redesign and backend enhancements for Question Links in Metaculus, enabling in-place editing, robust link management, and safer data integrity. Achieved a cohesive end-to-end workflow from UI actions to backend persistence, with embeddings-based suggestions and improved parsing for IDs/URLs. Also delivered mobile UX tweaks and code-quality fixes to improve maintainability and performance.
In May 2026, delivered a major UI redesign and backend enhancements for Question Links in Metaculus, enabling in-place editing, robust link management, and safer data integrity. Achieved a cohesive end-to-end workflow from UI actions to backend persistence, with embeddings-based suggestions and improved parsing for IDs/URLs. Also delivered mobile UX tweaks and code-quality fixes to improve maintainability and performance.

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