Augmented Reality has gained attention as a visual learning aid, being particularly useful for teaching visually imperceptible subject matter such as wireless communications and electromagnetics. In order to provide a related platform for educators in the STEM field, researchers at the Drexel Wireless Systems Laboratory have prototyped a smartphone application (app) that employs augmented reality (AR) to visualize and control components of a wireless network.  The system recognizes image markers placed near a wireless access point and connected devices. Upon successful detection of these markers, the app uses various educational scenarios to display visual information related to the topic (e.g. antenna radiation patterns, wireless links etc.).  The developed AR framework includes a simultaneous back-end communication link to enhance the information displayed on the smartphone screen, which has been missing in the current state-of-the-art. While designed for STEM-education the team envisions commercial applications of  this system that empower consumers and businesses to graphically control wireless networking parameters  by displaying rapid graphical feedback on the effectiveness of the configuration choices that they make.