The attacker, who played in Al-Rayyan SC, joined the team in the summer transfer period from Premier League team Everton with a testimonial of 8 million Euros.
Rodriguez contributed 5 goals and 7 assists in 15 games for the Qatar team.
The star football player had previously stated that he wanted to return to Europe.