تفاصيل العمل

Segmented a global customer base of a tech-products company using purchase data and demographics. Developed clusters (e.g., premium frequent buyers, at-risk customers), visualised segment profiles (spend, behaviour, geography), and recommended targeted marketing strategies to boost retention and value. Resulted in improved repeat purchase rates in key segments.