Madinda made his official debut with the Galicians' first team on 31 October 2012, playing the full 90 minutes in a 0–2 away loss against Almería for the season's Copa del Rey. He first appeared in La Liga on 30 March of the following year, coming on as a late substitute in a 2–2 home draw to Barcelona.