Certainly, if the post is at the right height already, there's no reason for serious effort to remove it.
BUT, something to think about is that if that saddle is the right height, the frame is 2-4" too tall for you. Also, take a moment to remove and check the stem height, because it appears not to be inserted deep enough.
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