Spam calls are a pervasive nuisance for consumers, costing individuals time and money. While many people have adopted strategies to avoid these unwanted calls, frequent scams continue to plague phone lines nationwide. This demands swift action from both telecom companies and regulators to predictive analytics implement effective measures. Telecom