Ham on Rye by Charles Bukowski

Lifelong misfit Henry Chinaski grows up downtrodden, stumbling through a world he has only ever known as hostile. Fights, failed romances and humiliations abound; Chinaski toughens up as he grows up, finding solace in books and in the bottle.