We designed and implemented a custom fraud detection system that monitored user behavior in real-time. This system was built to detect patterns of fraudulent activity, such as large volumes of transactions from suspicious accounts, mismatches in billing and shipping addresses, and unusual purchase behavior. The system flagged high-risk transactions for review, reducing the likelihood of fraud without interrupting the flow of legitimate transactions.