Rami was spotted visiting Gemma at her new boutique in Essex, which she opened earlier this month. The pair were then seen making their way to a pub where they put on a public display of affection by embracing for several kisses.
News that the pair may have kissed and made up follows Gemma's announcement last month that she split with Rami after he said hurtful comments to her.
Speaking to Bobby Norris at the time of their split, a tearful Gemma said: "Final straw, this is it. I had trouble with him in Marbella, he's been saying to me I'm not sexy and that if I want him I've got to keep working harder."
After Gemma's split from Rami, she was then linked back to co-star James 'Arg' Argent after it was revealed that the 'will they/won't they' pair shared a passionate night together.
Gemma even took to Twitter earlier this month where she shared a photo of herself with Arg, saying: "This was real love."
But the brief reunion didn't last for long after Arg wanted to move on and date other girls, which left Gemma to claim that she would never get back with him.
Gemma and Rami began dating after meeting on the ITV2 show last year. Gemma has since remained tight-lipped on Twitter, leaving no clues as to whether she has reconciled with him.
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