Is it possible to use the mobile number, which is associated with my personal WhatsApp account, for WhatsApp Business account?

Unfortunately, you cannot use your personal WhatsApp account for your WhatsApp Business account. According to Meta’s guidelines, you will have to delete the personal WhatsApp account if you wish to create a business account with the same phone number.