The now 31-year-old is a free agent following a disastrous spell with Romanian side CFR Cluj, in which he made just four appearances.
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According to Fabrizio Romano, Zouma is now close to joining Dubai club Al Wasl with the deal advancing.
Zouma has plenty of experience in English football, most notably making 151 appearances for Chelsea and 103 for West Ham.