Helping companies use engagement data and machine learning to identify churn risk early and improve retention.
I contribute to the tech industry by writing articles, white papers, and publishing research and practical insights on customer engagement, churn analytics, and machine learning.
I’m a data professional specializing in customer behavior, churn prediction, and engagement-driven machine learning techniques. My work focuses on turning behavioral data into actionable insights that improve retention and customer experience.