Packages and packaging techniques for providing EMI shielding are described. In an embodiment, a package includes an electrically conductive ground structure on a ground pad at a periphery of a package substrate. The electrically conductive ground structure is encapsulated in a molding compound, and a surface of the electrically conductive ground structure is exposed at a side surface of the molding compound. An electrically conductive shield layer is on top and side surfaces of the molding compound, and in physical contact with the surface of the exposed electrically conductive ground structure.