In this presentation Dr. Erfan Ibrahim will describe a few predictive models for COVID-19 infections and fatality rates that were developed for the US and India and how they compare with the actual statistics of the pandemic over the past 6 months. Dr. Ibrahim will also share a model he developed from empirical data on the actual fatality rate associated with COVID-19 and the average duration between date of infection and date of death of patients in severe cases.