Yes. Even though this is quite uncommon, guinea pigs may bite their owners. This may be accidental, or as an intentional attempt at protecting itself.  For the most part, the pet may gently nibble on you as it tries to groom itself while you are holding it. Nevertheless, hard, puncture bites are also possible.