Abstract: A data processing system for machine-learning driven data analysis and reminders implements obtaining an electronic copy of demographic information and an electronic copy of insurance and benefits information associated with a user; providing the demographic information and the insurance and benefits information to a first machine learning model; analyzing the demographic information and the insurance and benefits information with the first machine learning model to output a first benefits utilization prediction that the one or more benefits are available to the user; providing the first benefits utilization prediction as an input to a recommendation engine; generating, using the recommendation engine, a benefits usage summary recommendation report that presents the information regarding the one or more benefits available to the user based on the first benefits utilization prediction; and causing a user interface of a display of a computing device to present the benefits usage summary recommendation report.

Abstract: Embodiments of methods or apparatus for forecasting one or more election outcomes are described.

Abstract: The present invention provides systems and methods for experiencing, in real-time, multimedia events from a remote location with ancillary location-associated content. For example, systems and methods of the present invention provide media users or viewers an enhanced, live, local broadcast and related locational information while the user or viewer is located in another geographical location.