My collaborations are organized around three connected domains: clinical exercise physiology and cardiovascular phenotyping, large-scale MoTrPAC clinical data analysis, and athlete performance research. I work with academic laboratories, clinical teams, coaches, and sport organizations to connect rigorous measurement with practical decisions in health and performance.
Through the Wu Tsai Human Performance Alliance and the Wheeler Lab at Stanford, my work connects exercise physiology, cardiovascular assessment, and translational human performance. Current projects include athlete ECG phenotyping across populations and exercise-related ventilatory patterns in individuals with impaired heart-rate response, along with broader collaboration across Stanford human performance research.
Current project areas
- Athlete ECG phenotyping and population-level interpretation of ECG parameters.
- Exercise-related breathing patterns and cardiovascular response during clinical exercise testing.
- Translation of physiological measurements into research questions that support health, performance, and prevention.
MoTrPAC clinical and bioinformatics collaboration
As part of the MoTrPAC clinical data and bioinformatics effort at Stanford, I focus on managing, analyzing, and interpreting human clinical datasets, including CPET, ECG, one-repetition maximum testing, DEXA/body composition, blood biomarkers, and endurance/resistance training tracking data. This work supports reproducible analysis of how exercise training changes health and performance phenotypes.
- Malaysia National Sports Institute: Retrospective and experimental projects with Erik Tan, MS, CSCS, focused on physical performance profiling and training applications for Wushu athletes.
- International Wushu Research Scientists: A collaborative consortium created to improve testing standards for Wushu and develop field-based batteries that require minimal equipment while predicting sport-specific performance.
- Sanda performance research: Collaboration with Sanda athletes and investigators to study physical readiness, psychological preparation, and match-relevant performance outcomes.