Logging Machine Learning Data at WePay

1 · WePay · May 28, 2020, 7 a.m.
Our Goal At WePay, we use machine learning models for risk analysis and fraud detection associated with payments. Each model is optimized for different fraud patterns and checkpoints associated with the timeline of the payment. Across all models, there is a need for interpretability and retraining. While there is a system in place for this now, the process is time consuming and lacks accuracy. Our goal is to build the underlying system that improves upon this and simplifies the procedures for mo...