The name can still be Turkey in English, kind of like how we can say Germany and not Deutschland…
From https://news.ycombinator.com/newsguidelines.html: "Eschew flamebait. Avoid generic tangents."
Basically, say it in the most naïve way (for an American English speaker). Trying to pronounce the 'j' like it's a French word is wrong.