Here, we describe typical methods and provide detailed experimental protocols for synthesizing and processing various semiconductor nanoparticles which have potential application in biology and medicine. These include synthesis of binary semiconductor nanoparticles; core@shell nanoparticles and alloyed nanoparticles; size-selective precipitation to obtain monodisperse nanoparticles; and strategies for phase transfer of nanoparticles from organic solution to aqueous media.