Smart Financial Literacy Tool

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Abstract

Financial literacy plays a crucial role in helping individuals manage income, expenses, savings, and investments effectively.However, many students, fresh earners, and working professionals lack proper financial knowledge and often rely on generic advice that does not consider their personal financial conditions or risk-taking ability.To address this gap, this project proposes a Smart Financial Literacy Tool, an AI-based web application that provides personalized financial guidance, investment recommendations, and educational support in a single platform.The system collects user financial data such as income, expenses, savings, goals, and risk preference, and processes this information using machine learning and rule-based recommendation techniques.Timeseries and regression-based predictive models, including ARIMA, LSTM, and Random Forest, are used to forecast gold prices and stock market trends, enabling more accurate and data-driven investment suggestions.The application also includes visualization dashboards, financial learning content, and report generation features to improve user understanding and decision-making.

Fields of Study & Subjects

Financial Literacy and Behavior Financial Literacy Pension Retirement Analysis Decision Support System Applications

Publication details

Journal / source
International Research Journal of Modernization in Engineering Technology and Science
Publication date
16 February 2026
Language
EN