Starting off small is the right idea. That way you can see if this niche truly is profitable and you can suss out the suppliers to see if they have reasonable prices, quality products and reliable service.
I have listed some PC parts and components suppliers below. They are from various countries as you haven't said where you are from. Check them out and I hope you find one that will be suitable for your business.
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