Inherited from Ottoman Turkish شخصی, from Arabic شَخْصِيّ (šaḵṣiyy). By surface analysis, şahıs (“person”) + -i (nisba suffix).
Practice speaking and memorizing "şahsi" and many other words and sentences in Turkish.