At least 100 residents were evacuated safely after the fire broke out on the 33rd floor of the building.
As per officials, the fire was seen around 2:10 pm on the uppermost floors.
Soon, more than a dozen fire-tenders arrived on the spot to battle the blaze.
The firefighting operations are still underway.
Deepika was away for an ad shoot
The fire department officials said that Deepika was not inside the building when it caught fire. She had gone to shoot for an advertisement. However, her staff members were among those who were evacuated.