Anjeza Shahini was born on 4 May 1987 in the city of Tirana, then part of the People's Republic of Albania, present Albania. In 2003, Shahini won the first edition of "Ethet e së premtes mbrëma". In later 2003, along with 29 other singers, she competed in the Festivali I Këngës 42 with the song "Imazhi yt". After two preliminary rounds, Shahini reached the final on 20 December, at the end of which, hosts Adi Krasta and Ledina Çelo presented her as the winner of the combined jury and televote. That meant she would represent Albania in the 2004 Eurovision Song Contest in Istanbul, Turkey, in Albania's debut year in the competition. For the ESC finals, a three-minute English version of the song entitled "The Image of You" was created. Anjeza sang in the semi-final of ESC on 12 May 2004, and finished fourth out of twenty-two. This top-ten finish, secured Anjeza a place in the final where on 15 May she competed with contestants from twenty-four other countries and finished seventh with a total of 106 points.