Acting on specific input, police laid a trap and arrested the two middlemen when they were trying to sell the girls to customers.
The arrested have been identified Ashish Sharma, 32, a resident of Pune and Meghna Nair, 39, a resident of Thane.
The police has also rescued two girls, who are natives of West Bengal.
Later, the victims were produced before the Deputy Collector and have been shifted to a protective home.
Further investigation into the matter is underway. (ANI)