The police have released a surveillance image of a man who allegedly robbed a livery cab driver—and took the cab, too.

According to the NYPD, the suspect entered the car in the Bronx near 1275 East 52nd Street in Brooklyn around 4:10 a.m. on Wednesday, December 12. He "simulated a gun demanded property and the vehicle." The driver complied and the suspect sped off. The vehicle was eventually recovered.

The police say that suspect is a black male, about 5'8"-5'10" with a mustache, last seen wearing a brown suede jacket and a gray suede hat. Anyone with information in regards to this robbery is asked to call the NYPD's Crime Stoppers Hotline at 800-577-TIPS. The public can also submit their tips by logging onto the Crime Stoppers Website at WWW.NYPDCRIMESTOPPERS.COM or texting their tips to 274637(CRIMES) then enter TIP577.