Nanophotonic devices, which typically rely on metal nanostructures that support surface plasmon polaritons, have been demonstrated to provide sub-wavelength confinement of light down to the nanoscale and thus achieve superior enhancement of local electromagnetic (EM) fields. A wide range of applications that can benefit from nanophotonics have been proposed. In this thesis, we investigate the use of several representative nanophotonic structures to design devices that can improve performance in two specific applications: (1) modulators based on the phase change material vanadium dioxide (VO2) and (2) enhanced Raman spectroscopy. As well, conventional dielectric based photonic devices are designed to provide proof-of-concept experimental dem...