Influenza hemagglutinin antigenic distance measures capture trends in HAI differences and infection outcomes, but are not suitable predictive tools

I’m an infectious disease and data scientist advancing public health through ethical, FAIR, and impactful data sharing. At Vivli, I lead member engagement and strategic planning for the Antimicrobial Resistance (AMR) Register and serve as a subject matter expert in data governance and international data sharing. My work bridges researchers, clinicians, and data scientists to drive innovation in health equity, AI ethics, and open science.