Xiaohui Zhang is a Data Scientist at Bayer since January 2024, focusing on developing digital field twins for agronomic trait predictions and conducting simulations for product advancements. Previous experience includes writing for Smile Politely Magazine, producing food and restaurant reviews in the Champaign-Urbana area. Xiaohui served as a Research Assistant at the University of Illinois at Urbana-Champaign, where deep learning techniques were applied for sleep stage classification and neuroimaging analysis. An AI/ML internship at GE HealthCare involved developing a diffusion model for ultrasound imaging applications. Prior research assistant roles at Washington University in St. Louis and the University of Michigan involved deep learning and simulation projects. Educational qualifications include ongoing doctoral studies in Bioengineering at the University of Illinois Urbana-Champaign, an MS in Bioengineering, and a brief academic tenure in Imaging Science.