I’m passionate about understanding and improving the experiences that shape people’s lives.

My work focuses on identifying what truly makes a difference—what motivates people to stay, what they find fulfilling, and what they expect from the organizations they engage with.

By combining data with a deep interest in people’s stories, I strive to uncover insights that lead to meaningful, lasting improvements.