Palanisamy (59) had withdrawn the amount from a bank and was getting into his car when a man suddenly approached him from behind and allegedly snatched the bag containing the money, police said.
The man then escaped with his accomplice who was waiting nearby on a motorcycle, they said.
Police are viewing CCTV footage of the bank to ascertain if anyone had been monitoring the movements of the realtor.