Patent ID: 11900268
Assignee: LAURA A. STEES
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus for modular completion of a pecuniary-related activity, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:
receive a user profile from a user for a pecuniary-related activity, the user profile having at least a user target;
obtain a plurality of pecuniary approach blocks;
select at least one pecuniary approach block from the plurality of pecuniary approach blocks as a function of the user profile;
generate at least one pecuniary plan as a function of the at least one pecuniary approach block and the user profile wherein generating the at least one pecuniary plan further comprises:
training a pecuniary machine learning model using pecuniary training data, wherein the pecuniary training data comprises at least a plurality of user profiles correlated to at least a plurality of the at least one pecuniary plan;
generating, using the trained pecuniary machine learning model, the at least one pecuniary plan;
update the training data as a function of the at least a plurality of user profiles correlated to the at least a plurality of the at least one pecuniary plan;
retraining the pecuniary machine learning model with an updated pecuniary training data wherein the updated training data further comprises applying weighted values to the at least a plurality of user profiles to adjacent layers of the at least a plurality of the at least one pecuniary plan;

determine, using the retrained machine learning model, a plurality of pecuniary predictions as a function of the user profile and trained pecuniary machine learning model;

a user interface communicatively connected to the processor, the user interface configured to display the at least one pecuniary plan and the plurality of pecuniary predictions.