The Philadelphia Grocery Delivery Initiative provides the distribution of free groceries to at-risk families and individuals in underserved communities within Philadelphia. The coronavirus pandemic has both increased isolation and decreased food security for a growing number of Americans. In collaboration with a network of social workers, health professionals and community organizations, this initiative will seek to identify and deliver groceries to low-income families and individuals who may have been forced to self-isolate due to health concerns. We will work towards both increasing food security and encouraging healthy eating habits in Philadelphia. By the end of the Millennium Fellowship, the Philadelphia Grocery Delivery Initiative will construct a replicable model for the bi-weekly delivery of groceries to about fifty underserved families.