A method of packaging a light-emitting diode (LED) chip includes coupling the LED chip to a printed circuit board (PCB) and forming a conductor on a cover plate. Conductive epoxy is applied to at least one of the LED chip and the conductor. The cover plate is coupled to the PCB such that the conductive epoxy forms a circuit connection between the LED chip and the conductor. An LED-based lighting product includes a PCB with one or more LED chips mounted directly thereon. A cover plate has conductors that couple at least to the one or more LED chips and to the PCB, such that the conductors form electrical connections between the one or more LED chips and the PCB.