| CPC G06Q 20/229 (2020.05) [G06Q 20/401 (2013.01)] | 17 Claims |

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1. A system for identifying and authorizing non-contact instructions, the system comprising:
a memory device; and
a processing device operatively coupled to the memory device, wherein the processing device is configured to execute computer-readable program code to:
monitor a data capture sensor via a user device;
analyze the data capture sensor data using convolutional neural network modeling in order to identify a specific gesture;
in response to identification of the specific gesture, generate a prompt for display on the user device indicating an option for a split resource activity;
receive an input response via the user device indicating that the user wishes to complete the split resource activity;
map the specific gesture to the split resource activity by initiating a transfer of resources from a resource account of the user to a resource account of one of the user's contacts;
continuously monitor resource account activity of a resource account of the user;
identify a first merchant with which the user has transacted multiple times;
calculate an average resource value for transactions with the first merchant from the resource account of the user;
identify a later resource activity from the resource account of the user to the first merchant that is above a pre-set threshold, wherein the pre-set threshold is a percentage above the average resource value; and
generate a push notification to the user device.
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