Power issues in my circuit? Can anyone advise?

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Quality NiMH AAs, like Sanyo Eneloops, can handle a 4.5A discharge and then some:

If you use "regular" (non-Precharged) NiMH performance will not be as good as "regular" cells have a higher internal resistance.