This document discusses the implementation of a high-speed and area-efficient modified Booth recoder for optimizing the add-multiply operator using VHDL, with a focus on reducing power consumption and critical delay in digital signal processing applications. The paper introduces a new recoding technique that allows the direct recoding of sums into modified Booth format, improving performance compared to conventional methods. It presents structural designs and improvements in area utilization and power efficiency through the use of three alternative schemes analyzed with respect to various input sizes.