Born in Ochamchira, Abkhaz ASSR, Georgian SSR, Gvazava graduated Sukhumi Pedagogical Institute with a degree in biology in 1974 and continued his postgraduate training at the Institute of Medical Genetics in Moscow from 1976 to 1981.