Here are some other ways to express this:
* I'm a Welshman/Welshwoman. (This is more formal and emphasizes your nationality)
* I'm of Welsh descent. (This implies that you may not have been born in Wales but have Welsh ancestry)
* My heritage is Welsh. (Similar to the above, emphasizing your ancestry)