Cascaded machine learning travel agent

A system for providing a travel recommendation to a user device, the system comprising:

• a memory having instructions therein;
• and
• at least one processor in communication with the memory, wherein the at least one processor is configured to execute the instructions to:
• receive communications of event data from the user device;
• generate an event schedule based at least in part on the event data;
• receive communications of travel context data;
• generate, using a cascaded machine learning model, a predicted optimal travel itinerary based at least in part on the event schedule and the travel context data;
• and
• communicate the predicted optimal travel itinerary for reception by the user device.

A computer program product for providing a travel recommendation to a user device, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by at least one processor to cause the at least one processor to:

• receive communications of event data from the user device;
• generate an event schedule based at least in part on the event data;
• receive communications of travel context data;
• generate, using a cascaded machine learning model, a predicted optimal travel itinerary based at least in part on the event schedule and the travel context data;
• and
• communicate the predicted optimal travel itinerary for reception by the user device.