How Ramp Accelerated Machine Learning Development to Simplify Finance

This post details the technical implementation of online learning for LLM routing optimization, enabling dynamic model selection based on real-time cost and performance metrics. It describes the system architecture and algorithms used to accelerate machine learning development and simplify finance by dynamically routing requests to the most cost-effective and performant ML models.