Ginka is a diminutive form of the name Gergina, which itself is a variant of the name Georgina. The name Georgina is derived from the Greek name Georgios, meaning 'farmer' or 'earthworker'. Ginka, as a diminutive, carries a sense of endearment and familiarity, often used in informal or affectionate contexts.