Research that starts with the people affected
My training is in academic research, where I learned to ask careful questions and test them against real evidence. Geospatial work taught me to read how place shapes access to services, and AI projects taught me where automated systems need human judgment built in.
In civic tech, I bring that rigor into public programs, working with teams to understand what applicants experience and where a process can be simplified. When research gets stuck, I am comfortable making a prototype so the team can keep learning.