Set your blog as Blog category and your portfolio as Portfolio category.
You might be also interested in Custom Post types (which I think is the right way to do it):
Run your Blog as a usual via Posts and set the Portfolio as Custom post type with its own categories, tags or what ever taxonomy you need.
Read more here: http://codex.wordpress.org/Post_Types
Multisite is a completely different concept.
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