This paper introduces an AI Fluid Scientist framework that automates the entire experimental fluid mechanics workflow, from hypothesis generation to manuscript preparation, using a multi-agent LLM system and a computer-controlled water tunnel. It demonstrates the framework's ability to reproduce benchmarks, discover new phenomena, and generate robust scientific findings with minimal human intervention.