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Generally, my research intersects between the area of Human-Computer (Mobile) Interaction and Machine Learning. In particular, I investigate how Machine Learning can be used to enhance and create new and novel interaction techniques in devices such as wearables, smartphones and tablets. In the past, I investigated an interaction technique that uses back area/side of the device to sense and model users’ grip patterns to enhance touchscreen touch target, user identification and detect cognitive errors. 

Touch Target Prediction

User Identification

Swipe Cognitive Error Detection