I routinely handle my boat, drop & retrieve anchor etc by myself, so you should be able to handle it. However, you can try using a float on the anchor line to make it easier to pull anchor.
There was an article on the subject not too long ago, but it boils down to using the float & boats leverage to get the anchor to the surface, then its easy to pull the line in by hand.
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