Kumiko Hayashi (林 久美子 Hayashi Kumiko, born 1972) is a Japanese politician of the Democratic Party of Japan, a member of the House of Councillors in the Diet (national legislature). A native of Shiga Prefecture, she was elected for the first time in 2004.