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Ever felt overwhelmed trying to find the right support services at university? I designed a prototype of UniPath, an AI-powered app to make university academic, career, and mental health resources more accessible by centralizing them in one place.
UniPath: One-Stop App for University Resources
UX Design
Predictive Analytics of Student Performance
Can we use data to predict student performance? I used different predictive models (linear regression, logistic regression, decision tree, and random forest) to forecast students' final grades and identify students at risk of failing.
Learning Analytics and AI
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