* In Sorani Kurdish: "من کوردیم" (pronounced "men kurdim")
* In Kurmanji Kurdish: "Ez Kurd im" (pronounced "ez kurd im")
Both phrases translate to "I am Kurdish" and are grammatically correct.
You can choose the phrase that best matches the dialect you are familiar with.