In everything I do, I try to ensure it is informed by both research and experience - whether my own, that of clients, or of the audience we are working with. I use Cognitive Task Analysis, surveys, and experiments to understand people and context. For problems where prediction is key, I rely on my experience building ML models so that such models can be integrated into solutions.