Proactive Intelligence Platform
Architect & Technical Lead · PayPal
A predictive AI system that shifts payment integrity from reactive recovery to proactive prevention. A multi-modal behavioral signal layer feeds an LSTM engine that scores abandonment risk in real time across add-card, checkout, and payment flows, while a multi-armed bandit selector deploys the optimal recovery intervention before a transaction can fail.
It is the subject of a sole-inventor patent application that distinguishes it from prior art held by Google, IBM, and Oracle.