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Figured it out, The utm projection depend on zone number, I set the transformer as

 GEO_TO_CART = Transformer.from_crs("EPSG:4326", "EPSG:32649", always_xy=True)

CART_TO_GEO = Transformer.from_crs("EPSG:32649", "EPSG:4326", always_xy=True)

the circle projection is correct

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Answer selected by xiaojiuwo1993
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