EXHIBIT 23.1 CONSENT OF INDEPENDENT AUDITORS We consent to the incorporation by reference in the registration statement on Form S-8 of Baylake Corp. of our report dated January 21, 2004, relating to the consolidated balance sheets of Baylake Corp. and its subsidiaries as of December 31, 2003 and 2002, and the related consolidated statements of income, changes in stockholder equity and cash flows for each of the years ended December 31, 2003, 2002, and 2001, which report appears in Baylake's Annual Report on Form 10-K for the year ended December 31, 2003. Madison, Wisconsin /s/ Smith & Gesteland, LLP March 9, 2004 SMITH & GESTELAND, LLP