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Tatjana Maria competed in the Olympics in 2016. She represented Germany in the women's singles and doubles events. In the singles event, she reached the second round, where she lost to eventual gold medalist Monica Puig. In the doubles event, she partnered with Annika Beck and reached the quarterfinals, where they lost to the eventual silver medalists Ekaterina Makarova and Elena Vesnina.