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Very similar. I code daily, but not actually trained as a programmer. My code is dirty, hacky and not something I'd recommend others to use as a black box...
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Ya, I'm also working in the sciences (industry though, seems like you're an academic!)
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I know just enough Python and C to be dangerous, but am not a formally educated programmer and have sort of fumbled my way into the field. I've found ChatGPT to be an excellent tool for plugging the gaps in my knowledge.
Some examples of how I've used it: