You've heard of the term "Carry Trade", right?
That's the position you're describing, and it's an extremely common practice. Most Carry Trade investors prefer to borrow Yen though, not USD.
Personally, I think the Euro has become overvalued vs the USD, and you'll see it trade below $1.25...