
In February 2026, S. Shrestha enhanced the revisit-studies/study repository by developing provenance-tracked choropleth map visualizations and refining onboarding materials to improve data collection reliability. Using D3.js, React, and TypeScript, S. Shrestha restructured demo screen recording configuration components for greater clarity and maintainability, and implemented robust error handling to ensure audio and screen recordings were only saved when data collection was enabled. These updates addressed risks of incomplete or erroneous data capture and streamlined the developer experience. The work demonstrated thoughtful attention to configuration management, user experience design, and documentation, resulting in more reliable and maintainable front-end data workflows.
February 2026 focused on strengthening data provenance, onboarding, and data collection reliability in the revisit-studies/study repository. Delivered visualization enhancements, improved demo/config clarity, and robust data save flows to prevent incomplete or erroneous data capture when collection is disabled.
February 2026 focused on strengthening data provenance, onboarding, and data collection reliability in the revisit-studies/study repository. Delivered visualization enhancements, improved demo/config clarity, and robust data save flows to prevent incomplete or erroneous data capture when collection is disabled.

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