Data processing system with machine learning engine to provide output generation functions

A computing device, comprising:

• a processing unit comprising a processor;
• a communication interface;
• and
• a memory unit storing computer-executable instructions, which when executed by the processing unit, cause the computing device to:
• execute an application on the computing device, executing the application including:
• initiating a communication session with a computing platform via the communication interface;
• displaying, by a display of the computing device, instructions for capturing one or more physical traits of a user;
• capturing, via one or more sensors in the computing device, the one or more physical traits of the user and driving location;
• transmitting, to the computing platform, the captured one or more physical traits of the user and one or more mobility patterns associated with the user based on one or more patterns of the driving location;
• receiving, from the computing platform, a user interface including a generated customized output that includes a set of options corresponding to a risk profile based on a pattern of decision making behavior made by the user while interacting with a vehicle at specific locations, wherein the pattern of decision making behavior is determined based on the captured one or more physical traits, the one or more mobility patterns of the user, and vehicle performance data received from one or more sensors of the vehicle associated with the user corresponding to maneuvers performed by the vehicle while being driven by the user;
• and
• displaying, by a display of the computing device, the received user interface.

A method, comprising:

• by a computing device having at least one processor, a communication interface and a memory storing instructions that, when executed by the at least one processor, cause the processor to:
• execute an application on the computing device, executing the application including:
• initiating a communication session with a computing platform via the communication interface;
• displaying, by a display of the computing device, instructions for capturing one or more physical traits of a user;
• capturing, via one or more sensors in the computing device, the one or more physical traits of the user and driving location;
• transmitting, to the computing platform, the captured one or more physical traits of the user and one or more mobility patterns associated with the user based on one or more patterns of the driving location;
• receiving, from the computing platform, a user interface including a generated customized output that includes a set of options corresponding to a risk profile based on a pattern of decision making behavior made by the user while interacting with a vehicle at specific locations, wherein the pattern of decision making behavior is determined based on the captured one or more physical traits, the one or more mobility patterns of the user, and vehicle performance data received from one or more sensors of the vehicle associated with the user corresponding to maneuvers performed by the vehicle while being driven by the user;
• and
• displaying, by a display of the computing device, the received user interface.