Police also arrested the alleged kingpin Mohd Jabbar, also a Bangladeshi national.
Special Operation Team sleuths raided the house, under Uppal police station limits, and nabbed Jabbar who was running the racket after getting three women from Bangladesh, they said.
Jabbar had come to India around seven years ago and was "illegally" staying in the country, SOT Inspector Pushpa Kumar said, adding that no passports were found from Jabbar and the women.
"Jabbar had prepared fake documents and was staying illegally in the country," the police officer said.