Fagerström studied music and appeared in a number of jazz bands in Finland before acting and first appeared in film in 1935. He made a number of appearances in Finnish film between then and the 1980s always appearing as a pianist or organist in films such as the Rauni Mollberg historical film Aika hyvä ihmiseksi in 1977 to which he also composed the soundtrack to.