Methods for generating transaction profile tags from profile transaction activity may include receiving a transaction profile including recorded transactions, associating at least one transaction label with each of the transactions, the labels associated with transaction types, generating a set of profile features based on the recorded transactions from the transaction profile, encoding the set of profile features with a macro-encoder into a first-reduced set, clustering the first-reduced set into at least two subsets, each associated with a macro-profile tag, and tagging the transaction profile with one of the macro-profile tags. Methods may also include encoding the set of profile features with a micro-encoder selected based on the tagged macro-profile tag, clustering the second-reduced set into a plurality of subsets associated with account profile types, respectively, and tagging the transaction profile with a tag associated with the account profile type. Systems and computer program products are also provided.