Patent ID: 11887058
Assignee: VMOCK INC.
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computer-implemented method comprising:
receiving a document that represents a career profile of a candidate using text arranged in accordance with a presentation structure;
parsing the document to identify a parameter value for a parameter of the career profile, wherein the parameter value is indicative of an extent to which the document exhibits the parameter;
determining other candidates that are similar to the candidate based on a profile vector representing one or more attributes associated with the career profile of the candidate and a plurality of profile vectors associated with the other candidates, wherein the profile vector and the plurality of profile vectors are generated by a machine learning model that has been trained to generate profile vectors based on training data comprising a plurality of career profiles associated with a plurality of candidates;
determining a category score based on the parameter value and a benchmark rule, wherein the benchmark rule is based on respective parameter values of the other candidates that are similar to the candidate, and wherein the category score corresponds to a category that comprises the parameter;
providing, by way of a user interface, feedback on the career profile in accordance with the category score, wherein the feedback comprises (i) a suggested modification to the document and (ii) a plurality of candidate-specific samples for executing the suggested modification, wherein each respective candidate-specific sample of the plurality of candidate-specific samples is determined to increase the category score when added into the document; and
based on providing the feedback, receiving, by way of the user interface, a selection of at least one sample of the plurality of candidate-specific samples for addition into the document.