I remember this from several years ago. If you look at the map below, you'll see the Indian Institute of Technology (IIT) Mumbai campus is on the lake where this video was taken. See the area marked "IIT Area" over the water on the map? It's designated airspace for the testing of drones and other projects developed by IIT engineering students. In all likelihood this is one of their drones.