Born in 1989 in Lappeenranta, Finland, Hirvonen started on guitar and piano at age nine, taking classical lessons. After high school, he attended Helsinki's Sibelius Academy, where he studied with jazz artists like Tim Hagans, Raoul Björkenheim, and Teemu Viinikainen. In 2011, he was nominated for Artist of the Year of the Pori Jazz Festival. That same year, he made the move to New York City and earned his master's degree at the Manhattan School of Music, focusing on jazz, as well as taking classical and electro-acoustic composition courses. In 2014, Hirvonen made his debut as leader with Detachment and toured as Performer of the Year for the Finlandia Foundation. In 2016, he gained wider prominence winning the Montreux Jazz Electric Guitar Competition. He has also contributed to projects by Brian Krock, Tarun Balani's Dharma, and more.
Along with his solo work, Hirvonen co-founded the edgy jazz and metal project Red Reiter with bassist Marty Kenney and drummer Nathan Ellman-Bell. In addition, the same lineup performs more jazz-oriented material under the name New Helsinki with pianist Luke Marantz. It was also with Red Reiter that Hirvonen recorded his sophomore full-length, 2019's Displace. In 2022, he pared the group down to a trio for the atmospheric Kielo. ~ Matt Collar, Rovi