Why does your AI engineering portfolio make you look like everyone else? If it's full of a chatbot, a RAG demo, and an agent that summarizes articles, you blend in — these are the AI equivalent of a to-do list or weather app. They show you can follow a tutorial, but not that you can actually think.
The projects that stand out solve real problems: build an AI tool for the workflow of your current job, automate something tedious in an industry you understand, or solve a problem you personally have and ship it so others can use it too.
It doesn't need to be groundbreaking — it's usually better if it's simple. It just needs to be real.
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