Collection showing a customers previous purchases

[YoKeto]

Hi, 

Does anyone know if it's possible to create a collection that shows all the products a customer has previously purchased? 

i.e. Bill buys a pair of socks one day, a hat the next day, some pants the next day. . Next time he visits the store, he view his previous purchases collection shows socks, hat and pants.

Thanks in advance

Alexei

[moromidesign]

We also need this feature. Adding a +1 here in hopes that someone has some ideas. 

[RobFarmLink]

Anyone figure out the best way to do this?