Thanks I appreciate the feedback - that Wayfair article is awesome by the way, thanks for sharing it.
In terms of reformulating the problem into several smaller models, I’m hoping to understand how to deploy the best possible model - so understanding how to deploy one model with partial pooling is probably preferred to several smaller ones, but this is all theoretical anyway