A novel gate engineered ferroelectric junctionless field-effect transistor biosensor is introduced for label-free detection of biomolecules. This device, utilizing a unique design with nanocavities for biomolecule immobilization, demonstrates enhanced sensitivity and performance compared to conventional biosensors, particularly for proteins and DNA. The findings suggest its potential applications in ultrasensitive bio-sensing and compatibility with CMOS technology.