Police released video of the suspect.
It happened Tuesday near Kingston and Atlantic Avenues in Crown Heights.
Police say that's where the motorcyclist got into a fight with the driver of a dark-colored sedan.
When that driver drove off, police say the biker followed the car before pulling out a gun and firing several shots.
No one was hurt.
The individual is described as a male, dark complexion, last seen wearing a white mask, dark colored hoodie, light colored jeans, and white sneakers.
Anyone with information in regards to this incident is asked to call the NYPD's Crime Stoppers Hotline at 800-577-TIPS or for Spanish 1-888-57-PISTA (74782)