Officers say eight shots rang out at Fine and Gettysburg just after 11 p.m. Monday.
Thankfully, police say no one was hit but a house and several cars sustained damage.
Officers say the suspect's vehicle is a Kia and was last seen getting off the freeway in central Fresno.
Police are interviewing witnesses and reviewing surveillance footage in search of additional clues.