We will discuss metasurfaces based on strong coupling of quantum-engineered electron states in multi-quantum-well semiconductor structures and electromagnetic modes in plasmonic nanostructures. This concept allows for creating active, reconfigurable, and highly nonlinear polaritonic metamaterials. Experimental results on voltage-tunable spectral response and nonlinear optical response in these structures will be presented