Track Chair:

Efficient nurse staffing is one of healthcare’s most persistent challenges, impacting both patient outcomes and workforce wellbeing. In this session, Muhammad Mamdani will share how AI-driven scheduling models can balance patient demand with staff availability, reduce burnout, and improve operational efficiency. Drawing from real-world experience, he will highlight the practical steps, data requirements, and lessons learned in deploying AI for workforce management, offering a glimpse into how intelligent scheduling can transform healthcare delivery.