UX research project exploring how users interpret uncertainty in data visualizations. Designed and evaluated an expressive visualization approach to make missing data visible and improve decision-making.
View full case study here (https://savory-radio-697.notion.site/Visualizing-Uncertainty-2941c995cc45805da3acfa36effc84f3)
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Mixed-methods UX research project exploring how users evaluate AI responses across languages. Designed and tested an interface intervention to improve evidence transparency and calibrated trust.
View full case study here (https://savory-radio-697.notion.site/Language-Bias-in-AI-Outputs-2941c995cc4580fa8c0dcb3c4bab72c1)