No, you cannot use your personal Facebook account.
WhatsApp uses approved Business Manager accounts to identify your business and associate your phone numbers with it.
Therefore you need to have a Facebook Business Manager account
to integrate your Twilio number with WhatsApp. If you do not have a Facebook Business Manager ID, click here
to create one.