Analyzed brain signals to classify motor intentions and emotional states. Compared traditional models (SVM, LDA) with Bayesian/uncertainty-aware approaches, connecting affective computing with cognitive modeling to better interpret player states.

Designed a biofeedback-based VR cycling game that adapts training pace to players’ heart rate. Led level design, Unity interaction mechanics, and 3D asset creation in Blender. Manuscript in preparation.

Two threads: (1) Gamification of text-based interaction — co-designed study; manuscript submitted to CHI. (2) VR cognitive study — literature review, experiment design discussions, and early VR/AR prototyping using Unity and 360° video.

Designed and ran experiments on how vocal confidence and gender cues shape dynamic credibility judgments. Built speech stimuli with Praat/Matlab, recruited participants, and analyzed mouse-trajectory data; this work led to a later journal publication.