UX Researcher • Engineer • Product Thinker
I build software, research how people use it, and help teams decide what to build next.
Compass AI Assistant
After the initial launch of MongoDB’s Compass AI assistant, I led foundational research to understand what developers needed beyond a chatbot-style experience.
These insights informed feature prioritization for the next release and shaped the long-term vision for a more context-aware, agentic assistant.
Atlas Live Migration
With nearly 3 in 4 initiated migrations failing, I led research to identify where the migration workflow was breaking down for engineers.
Recommendations informed key features in the redesigned MongoDB Atlas Live Migration experience that contributed to a 2× increase in migration success rates.
Coming Soon.
Tire & Battery Center
As part of an industry-sponsored graduate project with Sam’s Club, I led mixed-methods research to evaluate the Tire & Battery Center service workflow and identify key usability breakdowns across the member journey.
Findings informed the concept and prototype of a mobile solution designed to streamline services and improve the member experience.
Coming Soon.