How do I fix a vintage rusted out coffee pot bottom?

I have purchased a vintage metal coffee pot. The bottom has considerable rust and the inside of the bottom is pretty rusty as well. I want to make it waterproof to use as a small compost pot in my kitchen but don't want it to possibly leak on the counter.

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