Miriam's JHU CRC contributions, as well as those of her colleagues', are recognized formally upon its archival (2023). Miriam serves on a "Blueprint for Baltimore" panel to discuss data inequality (2020). Miriam presenting at CDAO Government in Washington, DC (2019). Miriam and colleague Andrew Nicklin presented their collaborative work in New York, NY (2018).