UX research-driven systems integrating multimodal data, real-time interaction, system design, and adaptive interface design across complex environments.
Driver perception and safety-critical interaction systems across vehicle scenarios.
EEG, HRV, behavior, and real-time UX modeling for adaptive interfaces.
Heartbeat-adaptive music recommendation using HR, HRV, and affective corpus mapping.
Human-centered AI and AI experience designer specializing in adaptive multimodal systems, real-time architectures, and intelligent user experiences. Experienced in designing and evaluating systems that integrate behavioral, physiological, and contextual data to support adaptive AI behavior, human-in-the-loop processes, and real-time feedback mechanisms. Skilled in translating quantitative and qualitative research into scalable UX frameworks, explainable AI experiences, and product-oriented design decisions across automotive HMI, intelligent interfaces, and emerging technology environments. Experienced in rapid prototyping, multimodal data integration, experimental UX research, and cross-functional collaboration bridging design, engineering, and AI-driven systems.
Evanston, IL, USA
Poster presentation: "A Real-Time Multimodal Architecture for Musical Expectation: Automatic Harmonic
Tokenization with Behavioral and Physiological Synchronization."
Poster Presentation (forthcoming)
Evanston, IL, USA
Poster presentation: "MusWM: A Computational Model for Musical Working Memory."
Poster Presentation (forthcoming)
Vancouver, BC, Canada - JW Marriott Parq Vancouver Hotel
Poster presentation: "Dynamic Temporal Alignment of EEG and Music: A Novel Framework for Real-Time Music
Cognition Research."
Scheduled for March 8, 2026
Cambridge, UK - The Centre for Music and Science (University of Cambridge)
Poster presentation: "A Real-Time Multimodal Platform for Music Cognition Research."
Scheduled for April 16, 2026
Bologna, Italy - Palazzo dei Congressi
Workshop (90 mins): "A Multimodal Real-Time Tool for Music Therapy: Investigating Musical Memory and Emotional Engagement in Cognitive Decline."