Glad you like the idea! At the moment, the model requires a fairly large amount of data, which is why the app only offers large well-defined cohorts to select from (e.g., accountants, retirees). I like your idea though, and it may be possible to use some of transfer learning to work on smaller groups of people or even individual customers. I'll try to implement that at some point in the future.