Having period like cramps even when I don’t have my periods. Could this be because of some kind of gynaecological issue?

Pelvic pain other than period time may be an indication of evaluation. It may be because of pelvic infection, endometriosis, ovarian cyst, urinary tract infection and many other reasons. You should definitely see your gynaecologist to rule out these causes.