Pui Yi Ng

Pui Yi is a market research analyst at MaRS Discovery District, specializing in the cleantech sector. Her market research expertise includes win-loss analysis, customer segmentation/personas, and data analysis. Pui Yi has worked with more than 200 startups, helping support their research challenges and needs. She champions a focus on being data-driven and customer-centric, and incorporating design thinking.