In today’s fast-paced financial landscape, enhancing conversions while curbing financial fraud remains a top business priority. Machine learning models have emerged as invaluable tools in achieving this dual objective. These models excel in swiftly processing vast amounts of data, enabling the identification and prevention of fraudulent activities, thus bolstering security and trust within the financial