Conference
Financial Money Management System
Aug 2026 · International Conference on Information Security and Cryptology · pp. 1450-1456 · 0 citations
· 9 references
Abstract
This paper describes the implementation of an Artificial Intelligence (AI)-based Financial Money Management System that uses machine learning models for automation of expenses categorization and NLP for the analysis of the description of financial transactions. The system uses a neural network with a Softmax classifier for predicting expenses categories. The system was developed in Python programming language and TensorFlow framework and also uses web technologies for online monitoring of financial data. The experimental test carried out on the developed prototype for financial transactions was successful with 95.2% accuracy. The system was additionally tested via web deployment to show its efficacy in practical financial transactions..