I think it is unlikely in the near future. As well as the issues around porting the actual calibre code, there is also the issue of porting the very large number of other packages on which calibre depends. Also I do not think there are yet a significant number of Androd systems around with enough resources to run Calibre effectively.
Of course if you want to have a go I am sure Kovid would support you