fintech, XGBoost, LSTM, Isolation Forest, expense categorization, tax optimization, anomaly detection, cloud microservices
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FinMate: A Cloud-Based AI and Machine Learning Systemfor Smart Finance Management
Abstract: Managing your own money has become a lot harder since the number of digital payments in India has gone up a lot. The most popular tools still rely on fixed keyword heuristics, which means they can't learn, make predictions about the future, or give tax advice. FinMate fixes these problems with a cloud-native microservices platform that combines three machine learning models with a rule-based engine for optimising taxes. An XGBoost …
Published in NOLEGEIN Journal of Financial Planning and Management · Vol. 9, Issue 2, 2026 Read article