Allison Fox was a senior associate in data science at Data.FI, Palladium and is pursuing a master of information and data science at the University of California Berkeley School of Information. Data.FI is a global project that helps countries improve their data systems to strengthen prevention, testing, treatment and lab services to end the HIV epidemic and to combat COVID-19.