In a video obtained by the Daily Mirror, the reality star, who shares son Caben-Albi with Stephanie Davis, can be seen drinking with pals in Wales, where he is completing his community service order.
The footage, posted on a Snapchat account, shows the Celebrity Big Brother star kicking over furniture in a hotel room.
He could be heard laughing as an unknown pal waved train tickets in his face – while four lines of suspicious white powder sat on a table in front of them.
There is no evidence to suggest the model snorted the powder on the table.
Another clip saw his friend dressing up as a ghost, and pretending to be Jeremy’s dead mum.
Jeremy McConnell dons a smart suit as he arrives at Liverpool Magistrates Court [SWNS]
He was seen wrapping himself up in a white curtain, before telling the star: “Jeremy, it’s your mother speaking…
“I’m back from the dead! It’s your family back from the dead.”
The 27 year old snorted with laughter, telling his pal: “You’re sick!”
His friend then laid down on the bed and aimed a vodka bottle out of the hotel window, at the streets below, accompanied by machine gun sound effects.
Jeremy is currently staying in Cardiff to carry out 200 hours of unpaid community service work, as punishment for assaulting ex girlfriend Steph.
According to the government’s guidelines, any misbehaviour while carrying out their service could see the criminal given a warning, or sent back to court.
He previously admitted he was addicted to cocaine, and completed treatment in a rehab clinic, earlier this year.
OK! Online has contacted Jeremy’s reps for a comment.