A method for making a fin MOSFET with substantially reduced parasitic capacitance and/or resistance is provided. The fin MOSFET includes: a patterned fin structure on a substrate, the substrate including a first semiconductor layer; an epitaxy layer covering the substrate and a first portion of the fin structure, the first portion of the fin structure being doped to be integrated with the epitaxy layer, wherein a source and drain region is formed in the epitaxy layer; a metal gate high-k structure covering a second portion of the fin structure; a nitride structure covering the metal gate high-k structure; an oxide spacer structure enclosing the metal gate high-k structure and the nitride structure; and a metal contact structure for the source and drain region.