Gemignani competed at the first Olympic triathlon at the 2000 Summer Olympics. She took twentieth place with a total time of 2:05:21.26. At the 2004 Summer Olympics, Gemignani competed again. Her time of 2:08:56.94 earned her a twenty-first place finish.
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