Investigators say Bruce Lewis threw the victim to the ground, punched him in the face and took his money.
The incident happened around 2 p.m. on West 21st Street in Coney Island on January 10.
The NYPD released images of the suspect.
Lewis is facing robbery and assault charges.
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