Weijian Zhang
Building real-world AI systems that work beyond demos
I write about production AI, model behaviour, and decision-making under real-world constraints — for builders, technical leaders, and curious operators who care about substance over hype.
My work sits at the intersection of production LLM systems, model evaluation and fine-tuning, AI product design, and the mental models needed to think clearly in fast-moving technical environments.
This site is where I collect what I’m learning, building, and testing in public.
latest posts
| Apr 16, 2026 | Game Theory: Figure Out What Game You’re Playing |
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| Mar 20, 2026 | Auto Research for Classic Machine Learning |
| Feb 15, 2026 | Bedrock Agent Blueprint: Deploying Strands Agents on AWS AgentCore |