Michelle Maffei develops data-driven civic tools to combat violence in Guayaquil

Michelle Maffei is utilizing research and civic education initiatives to address rising violence in Guayaquil, Ecuador. The effectiveness of these specific tools remains unquantified, but the effort highlights a localized shift toward data-informed community security strategies.