The suspect was caught on a security camera walking through the lobby of the Marriott on White Plains Road in Tarrytown on Wednesday.
Authorities say the man raped a female guest inside her room, but are releasing few details.
The suspect has a scar on his temple and a mole near his left jaw.
Anyone with information is asked to call police.
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