David Paparusso's career as a professional DJ only starts in 2002. At that time, he meets Antoine Clamaran, another popular French DJ, who produces Vendetta's first three maxi singles "Fiction – No Sex", "She Loves Me – Party People" and "Alicante – Cleopatra". He also starts working as a producer when American DJ Roger Sanchez asks him to remix some of his songs.
In 2006, Paparusso releases the song "Love to love you baby", which samples Donna Summer, and manages to peak at No. 20 at the French Singles Chart. The follow-up single "Unidos para la música" even reaches the Top 5 in France and the Top 30 in Belgium-Wallonia.