In new pictured which were obtained by Daily Mail, Patrick appeared to be getting cosy with another fellow MAFS star, Nadia Stamp.
The two attended the Brunch Affairs lunch in Melbourne this weekend and put on a very touchy display, with Nadia caressing the self-proclaimed "mama's boy" on his backside.
According to the news site, Nadia "gave him a flirty kiss on the cheek, before stealing a cheeky grab of his bum when they had turned away from the cameras."
While Nadia appeared on last year's version of the popular Channel 9 dating show, the two definitely still seemed to be comfortable with each other.
The PDA-filled hangout comes after Daily Mail Australia revealed in January that Nadia had been dating a new mystery man.
"I have started seeing a guy but it's early days so not yet serious," she told the publication at the time.
"I've enjoyed some much needed single time post MAFS but am very much enjoying spending time with him."
The two are yet to comment on their rumoured romance, but here's hoping there's more of this cuteness heading our way!