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Problem Statement: Automated Expense Categorization for Personal Finance Management Individuals often find it tedious and error-prone to manually categorize their daily expenses from bank statements or transaction lists. Proper categorization is essential for budgeting, tracking spending habits, and making informed financial decisions. The task is to develop a system that automatically classifies each expense transaction into predefined categories (e.g., groceries, utilities, entertainment, transport) based solely on the transaction description and other available metadata. The solution should: Accept raw expense data (CSV or extracted from PDF bank statements) Accurately categorize expenses without manual input Provide visual summaries of spending patterns by category and over time Help users quickly understand where their money is going, enabling smarter budgeting and financial planning