The crash was reported at Woodman Avenue and Devonshire Street just before 10 p.m.
Authorities say a vehicle was traveling at a high rate of speed when it lost control and struck a parked car, bursting into flames.
One person was declared dead at the scene and a second person was transported with significant injuries.
Officials are investigating to see if street racing played a role in the crash.