It is pump house number 5 at Chatham Dockyard, used to empty and top up the basins and dry docks.
As you say, it is now a distlllery, not just gin. It also houses a cafe, with some of the original equipment on show.
The distillery was using otherwise waste Shepherd Neame beer to make hand gel for the Metropolitan Police last year.
And the railway.... see photo