What might this be?

I took this photo while walking on the Thames recently meaning to investigate further.  I called the photo ‘a load of metal’.
But what is it?
Is it water related?
The find is right at a house leading down to the River Thames near St Nicolas Church and Chiswick Steps.
Any ideas?