Police say the driver lost control of his bike on Jamaica Avenue in Cypress Hills just after 10 p.m.
The Yamaha skidded and crashed into a parked car.
An ambulance rushed the driver, 33-year-old Eric Zaman, to Brookdale Medical Center, where he was pronounced dead on arrival.
The investigation is ongoing.