Developed call reason group logic through multiple rounds of model refinement, including multi-level models for different group of reasons granularity. Included a framework of ensemble models, clustering, and reinforcement learning to determine customer treatment and channel. Implemented a real-time model scoring to predict call reasons and engage before a customer calls. Proven framework and models for call classification and operations optimization.
