My Process

As a mixed-methods and AI-empowered researcher, I balance research speed and reliability from discovery to delivery. Learn more about my approach to data-informed design research below, and view various case studies of my work.

UNDERSTAND

I use mixed-methods research approaches to understand user processes, needs, and pains.

DATA SCIENCE and AI

I use various machine learning models and AI to make sense of large amounts of data, and expedite my research and analysis from planning to execution.

SYNTHESIS

I create order out of chaos by distilling both qualitative and quantitative data to find patterns and opportunities.

MAKE

I build rapid solutions with pen, paper, Figma, Arduino, or AI, finding ways to listen, facilitate and co-create.

COMMUNICATE

I simplify complex problems through holistic data storytelling to communicate findings and influence product strategy.