[jleguina]

This is a great project!

Have you though about what happens at inference? Suppose I train in a federated healthcare environment using PII features from patient records. Once I get the weights back how can I ever deploy it if I don't have access to the same features? The models would become highly coupled to the training environments no?

Best of luck!