WhatsApp quickly and easily recognizes which of your contacts are using WhatsApp by accessing your phone's address book. To delete a contact, simply delete the contact from your phone's address book.
To delete a contact:
If you do not want someone to be able to message you on WhatsApp, you can block that contact.