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Stop Building Toy Chatbots: The 5 AI Engineering Projects That Will Get You Hired
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Stop Building Toy Chatbots: The 5 AI Engineering Projects That Will Get You Hired

Ananya Kaul
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July 26, 2026

Author(s): Ananya Kaul Originally published on Towards AI. Here are 5 production-grade architectures that prove you actually know how to build real AI systems. If you put a basic “PDF Chatbot with LangChain and Streamlit” on your resume today, most engineering managers …

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