DYNAMIC ENGINE FOR MATCHING COMPUTING DEVICES BASED ON USER PROFILES AND MACHINE LEARNING

A computing platform having at least one processor, a memory, and a communication interface may receive, by the at least one processor, via the communication interface, and from a dynamic data management node, at least one organization computing system data file profile and a plurality of client computing device data file profiles. The computing platform may identify, based on the organization computing system data file profile(s), the client computing device data file profiles, and a machine learning dataset, a potential match between the organization computing system data file profile(s) and the client computing device data file profile(s). The computing platform may establish a connection with the client computing device(s) and, while the connection is established, transmit a notification which, when processed by the client computing device(s), causes the notification to be displayed on the client computing device(s).