Implementation of technology in integrating humans and machines provides a variety of opportunities in the medical industry, in rehabilitation. One of the major concerns is to provide a better solution for people in providing post-operative support for physical rehabilitation. This could be done either using mechanical, electrical or myo-electric functions. The objective of this paper is to indicate EMG based framework control connected to mechanized gadget which copies the upper appendage exercises. Through two biometrical sensors it captures biceps EMG signal, which is then filtered and processed. Finally an output/control signal is sent to the actuators, which will then perform the movement of upper limb. The goal is to predict and restore the lower arm movement through the EMG signal analysis.