Having been an unused substitute in their loss to Levante last the weekend, the 27-year-old returned to the starting lineup for the visitors but they were stunned by two first half goals as the lower division outfit went into the break 2-0 up.
Down but not out, Granada were given a lifeline from 12 yards when Adrian Ramos stepped up to convert for 2-1 on 52 minutes before Roberto Soldado forced the gane into extra tine as he leveled matters in the 79th minute for 2-2.
The visitors then completed the comeback 6 minutes into extra time when the impressive Azeez set up Colombian forward Adrian Ramos with the striker making no mistake to put Granda 3-2 up a lead they held till full time.
Azeez, who was on for the entire match duration, had a game rating of 7.3, made 111 touches, completed 86% of his passes and also completed all 100% of his dribbles.