Systems, apparatuses and methods incorporate biometric testing and standards, textile standards, processor specifications and conductive fabric specifications to provide a way to efficiently design and produce technology embedded garments and/or apparel. The systems, apparatuses and methods may provide a design visualizer to retrieve specifications for conductive materials, decorative materials, sensors, design patterns and physiological models to design and produce technology embedded garments and/or apparel to monitor one or more biosignals. Using the design visualizer, the design patterns may be edited and/or refined to position the sensors to increase (e.g. maximize) performance of the sensors and/or accuracy of the sensors measurements and biosignals measurements, and reduce (e.g., minimize) the number of sensors. Additionally, the design visualizer may provide a visual heat map and overlay of positions and zones that identify recommended positions to locate the sensors based on one or more physiological models.
