Arav Agarwal

A Human-Centered AI Coordination Layer for Healthcare Supply Chains During Crises: A Comparative Analysis and Pilot Framework

Healthcare resource allocation during crises fails because decisions are made by separate systems operating in silos, limiting the ability to adapt quickly as demand changes. This problem disproportionately affects low- and middle-income countries (LMICs), where a lack of infrastructure leads to more logistical failure...