Classic design · Junior → Staff · by System Design AI

Design Customer Lifetime Value Prediction

Predict a customer's next-year value from the first day: zeros and heavy tails, BG/NBD against a zero-inflated lognormal network, decile calibration, and the feedback loop of value-based bidding: one-hour boards for three levels.