CPC G06F 21/6218 (2013.01) [G06N 3/08 (2013.01)] | 15 Claims |
1. A system associated with user access to a computing environment, comprising:
a user data store containing electronic records each associated with a user, each record including a user identifier and user characteristics;
a user vector generator, coupled to the user data store, including a computer processor and a computer memory storing instructions that, when executed by the computer processor, cause the user vector generator to:
access information about a user in the user data store,
based on the user characteristics, automatically generate a user vector indicating a computing environment skillset level for that user based on machine learning trained with a user resume and user log files, and
output an indication of the user vector; and
a machine learning privilege assignment platform adapted to:
receive the indication of the user vector,
based on the user vector and a machine learning algorithm, generate a privilege decision for that user responsive to a requested computing environment change associated with at least one of: (i) software deployment development, (ii) software deployment operation, (iii) a software deployment modification, and (iv) applying a software deployment configuration, and
output an indication of the privilege decision.
|