Described herein are a method to manufacture an optical sub-module which integrates both optical (e.g., micro-lens, optical filter, micro-mirrors) and/or electrical passive devices (e.g., capacitors, inductors, resistors) and systems on a wafer level. Such integration eliminates several assembly steps and therefore improves the optical misalignment tolerance for the optical link.