Abstract: In some implementations, an enrichment engine may receive a first entry. The enrichment engine may generate a normalized first entry by using subword tokenization of the first entry. The enrichment engine may execute a plurality of searches concurrently, including: a first search configured to map a portion of the normalized first entry to a first result using regular expressions and fuzzy matching, a second search configured to provide the normalized first entry to a machine learning model in order to receive a second result, and a third search configured to map a vectorized version of the normalized first entry to a third result in a vector database. The enrichment engine may determine a selected result from the first result based on the first search, the second result based on the second search, or the third result based on the third search. The enrichment engine may return the selected result.

Abstract: In some implementations, a server may receive, from a user device, one or more credentials associated with a data source. Accordingly, the server may receive, from the data source and using the one or more credentials, a set of structured data including a plurality of entries. The server may identify at least one recurring event based on one or more entries in the plurality of entries, and may determine, for the at least one recurring event, one or more derived properties. The server may generate a data structure indicating the at least one recurring event and the one or more derived properties, and may transmit, to the user device, the generated data structure.