Really interesting journey from data engineering to AI systems. I especially liked the focus on reliable AI, evaluation, and human judgment great reminder that strong engineering fundamentals still matter in the AI era.
Hardik Goel — From Data Engineering to AI Systems
4 Comments
DuchessCodes
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One thing that really caught my attention here is the idea that AI isn’t replacing engineering thinking ,it’s raising the bar for it.
As AI takes over more of the “how,” I think the real differentiator becomes knowing what to build, how to evaluate it, and when not to trust the output.
Curious to hear what others think: will the best AI engineers of the future be the best coders, or the best system thinkers?
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I’m a versatile software developer and tech generalist with a strong focus on building, analyzing, a... Show moreI’m a versatile software developer and tech generalist with a strong focus on building, analyzing, and communicating across a wide range of technologies. From backend systems to frontend experiences, and from developer tools to emerging tech, I enjoy exploring how things work and sharing practical insights with others.
I don’t just write code—I break down complex ideas, evaluate tools, and contribute perspectives that help developers make better technical decisions. Show less
I don’t just write code—I break down complex ideas, evaluate tools, and contribute perspectives that help developers make better technical decisions. Show less
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