US 11,748,561 B1
Apparatus and methods for employment application assessment
Arran Stewart, Austin, TX (US)
Assigned to MY JOB MATCHER, INC., Austin, TX (US)
Filed by MY JOB MATCHER, INC., Austin, TX (US)
Filed on Mar. 15, 2022, as Appl. No. 17/695,128.
Int. Cl. G06F 40/40 (2020.01); G06F 40/205 (2020.01); G06Q 10/06 (2023.01); G06Q 10/10 (2023.01); G06Q 10/1053 (2023.01); G06Q 10/0631 (2023.01)
CPC G06F 40/205 (2020.01) [G06F 40/40 (2020.01); G06Q 10/06311 (2013.01); G06Q 10/1053 (2013.01)] 16 Claims
OG exemplary drawing
 
1. An apparatus for integrated application tracking, the apparatus comprising:
a cloud platform;
at least a processor; and
a memory communicatively connected to the processor, the memory containing instructions configuring the at least a processor to:
receive at least a video resume;
perform an audiovisual speech recognition (AVSR) process on the video resume to extract a plurality of user data related to a user;
parse the plurality of user data into a key work record;
verify the key work record as a function of a verification classifier, wherein verifying the key work record comprises parsing at least an out of the verification classifier into a first data bin comprising verified elements of user data and a second data bin comprising unverified elements of user data; and
generate a user metric as a function of the key work record and the unverified elements of user data, based on a plurality of weighted values reflecting desirability, wherein generating the user metric comprises:
identifying at least a negative factor in the key work record; and
adjusting the plurality of weighted values as a function of the at least a negative factor and a temporal displacement of the at least a negative factor, wherein the temporal displacement is identified using public resource training data.