I use, and can thoroughly recommend, the ACCUPRO single-flute solid carbide 'router' cutters for aluminium, sold by MSC Industrial, BUT, they are breathtakingly expensive, and they have plain, metric, shanks. Wickedly sharp, so watch your fingers.
I endorse the comments by Brian Howett 2, re: climb milling, which is essential for the best finish.
Lubricant helps too, but can be neat cutting oil if the stink from WD40 or paraffin is too strong.
The earlier comments about material grade and provenance are spot on.
Run the cutter as fast as you can, and apply a decent feed rate, for a finish as shown by JasonB.