Researcher, Education Labs

Design and run mixed-methods studies that measure how people build real skill with AI, using capability growth as the success metric. Build and validate instruments, measures, and evaluation methods, then translate findings into shipped product and curriculum changes through close collaboration with engineers and designers. Generate new insights into AI’s impact on learning and communicate results via writing, prototypes, and presentations while building code tools to collect validated metrics at scale.