"The boys got scared and they ran away," Chaudhry said.
"We are not injured, nothing damaged in the shop."
He said he was "100 per cent perfect, alright" after the near-attack, but had been worried at the time because his wife was present.
Chaudhry was injured in 2012 by a gun-wielding robber, who he ended up in a physical fight with.
"We had to fight each other, I got injured in many places because he started hitting with the gun on my face," Chaudhry said of the incident.
A police spokeswoman today confirmed the latest incident, which happened just before 7pm yesterday.
"There's no confirmed information on if any weapons were involved and the number of people. We are making inquiries into the incident," she said.
The incident preceded an aggravated burglary in Albany, where a group of teenagers are alleged to have broken into Albany mall and stolen a "large amount" of jewellery from Goldmark and Michael Hill.
Eight people aged from 15 to 19 have appeared in court this morning charged over the mall incident, which happened about 2am today.
Police did not confirm whether the two incidents are believed to be linked.