MACHINE-LEARNING DRIVEN DATA ANALYSIS AND HEALTHCARE RECOMMENDATIONS

A data processing system for machine-learning driven data analysis and reminders implements obtaining insurance claim information associated with a plurality of insurance claims associated with a user, user demographic information for the user or both and obtaining digital healthcare service provider information associated with one or more digital healthcare service providers. The system further implements analyzing the insurance claim information and the user demographic information using a first machine learning model to obtain claim categorization information identifying a types of insurance claims that the user has filed or is likely to file, and analyzing the digital healthcare service provider and the claim categorization information to predict digital health services that the user may benefit from based on the claim categorization information and categories of digital health services included in the digital healthcare service provider information, and providing the digital healthcare service recommendations to a computing device associated with the user.