Research

A few things I'm learning and working on.

Current focus

My research spans multimodal medical AI and mathematical models of music and brainwaves. I'm also interested in automatic music transcription, AI-assisted music creation, and music cognition.

Research experience

Multimodal Temporal Modeling with ECG and Chest X-rays

Research Assistant · Duke University · May 2026 – present

  • Working with Professor Yiran Chen on multimodal medical AI and longitudinal patient modeling.
  • Clinical data preprocessing, patient-level alignment, and temporal dataset construction.
  • Model development connecting physiological signals with medical imaging data.

Mathematical Modeling of Music and Brainwaves

Research Assistant · Duke Kunshan University · January 2026 – present

  • Working with Professor Huaxiong Huang on relationships between musical stimuli and brainwave patterns.
  • Frequency-domain and time-frequency analysis of brainwave data.
  • Mathematical and computational modeling of music perception.
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