Patent ID: 11928607
Assignee: ASTRUMU, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method of managing a data platform over a network, using one or more network computers that are configured to cause execution of the method by performing actions, comprising:
determining a platform that includes one or more applications hosted in an application layer;
generating one or more user interfaces for the one or more applications to interact with a learner based on a type of a request provided by the learner and a type of the learner, wherein the one or more applications employ the request to determine a pathway prediction for the learner, wherein the pathway prediction is associated with a role offered by one or more employers, and wherein the request is provided to a service layer interface provided by a service layer of the platform;
determining one or more prediction engines associated with the request based on the service layer interface and the request, wherein the request is provided to the one or more determined prediction engines via the service layer interface;
employing the one or more prediction engines to generate the pathway prediction based on a learner profile that corresponds with the learner, a role success profile that corresponds to the one or more employers, and one or more models that are trained to predict one or more matches between the learner profile and the role success profile;
providing a response that includes the pathway prediction to the service layer interface, wherein the response is employed to generate an interactive report that is displayed in the one or more user interfaces to the learner, and wherein the interactive report includes a prediction learner score and one more pathway actions recommended to the learner to increase the prediction learner score, wherein telemetry information generated by one or more interactions of the learner with one or more features displayed in the user interface is used to update the learner profile that corresponds with the learner; and
in response to one or more other prediction engines being included in the platform, performing further actions, including:
updating the pathway prediction based on the one or more other prediction engines;
updating the response based on the updated pathway prediction; and
providing the updated pathway prediction in an updated interactive report that is generated for display to the learner in the one or more user interfaces.