portfolio

A collection of projects exploring how people interact with technology across languages and cultures. I use a mixed-methods approach—prioritizing quantitative analysis with Python paired with qualitative insight to understand how design, language, and context shape digital experiences.

Current

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Affordance Perception Across Languages on Wikipedia

Understanding how Wikipedia editors shape collective memory across English and Arabic

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How LLMs Simulate Perspective Across Languages

Exploring how LLMs reproduce historical narratives across English and Arabic

Past

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The Evolution of Collective Memory on Wikipedia

Mapping how Wikipedia affordance use evolves differently across English and Arabic

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Wikipedia Article Ecosystem

Multi-graph behavioral modeling for content discovery and recommendation

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Remembering Afghanistan

Cross-lingual behavioral analysis of geopolitical narratives on social media

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Multilingual Wikipedia Accessibility Dashboard

Designing a user-centered tool for cross-language content accessibility