While piezoelectric transduction enables designing acoustic resonators operating at multi-GHz frequencies, the deposition of piezoelectric materials typically requires high temperature processes and specific crystallographic orientation of substrates, thus imposing a limitation on materials that could be used. In this paper we present a piezoelectrically transduced thickness mode acoustic resonator that employs piezoelectric (PMNPT) nanoparticles embedded in a polymer (SU8) matrix. This composite material is deposited using standard resist-spin coaters and is thus compatible with a variety of substrates. The device presented here uses a double side polished single crystal silicon wafer as the low loss acoustic substrate for the resonator and 1.7µm thick SU8-PMNPT composite film as the actuator, and exhibits large effective piezoelectric coefficient (d 33 ) of 216pm/V , and we experimentally demonstrate efficient transduction of acoustic resonances at frequencies up to 1.5GHz.