After years of practice, she became a very skilled self-taught guitarist.

guitarist 是由名词 guitar（吉他）加上后缀 -ist 构成的名词，-ist 表示"从事某种活动的人"，所以 guitarist 指"吉他手"或"吉他演奏者"。