After a brief partnership with Maxim Kachanov, placing fifth at the 1994 Goodwill Games, she teamed up with Vladimir Fedorov in 1995.

[4] Following the end of that partnership, she reunited with Denis Samokhin and placed 4th at the 2001 Russian Championships.

Following her retirement from skating, Semenovich began working as an actress, model, and singer.

In April and May 2022, Semenovich participated in a series of concerts organized in order to support the 2022 Russian invasion of Ukraine.

[6] Semenovich had a lead role in the 2008 Russian spy comedy Hitler goes Kaput!.