Only a registered person can issue a tax invoice. Section 32 of the CGST Act, 2017 also specifically prohibits collection of tax by persons who are not registered under the GST law.
(ICAI FAQ PUBLICATION 06-09-2017 -: Tax Invoice, Credit and Debit Notes : FAQ NO. 15)