This document describes a security-based handheld control bot that uses gesture recognition technology. A camera captures the user's hand gestures which are processed through predefined algorithms in MATLAB to identify the gestures. If a gesture like "forward" is detected, a signal is sent wirelessly to a microcontroller that controls motors on the bot to move forward. This type of gesture-based human-machine interface has applications in assisting disabled individuals and enhancing security and gaming.