Collaborated with Salt Lake City Mayor’s Office to evaluate neighborhood equity and infrastructure quality. Conducted 251 resident surveys and 240 site audits to validate the NSI tool and inform targeted resource allocation. Integrated GIS analysis with public feedback to propose actionable improvements for the Love Your Block program. Focused on data accuracy, community representation, and place-based decision-making.