Non-engineer at AI data company plans Claude-assisted ML data experiment

Patient_Clothes_8272 · reddit · 2026-10-21

A business-side employee at an AI data company, with no ML engineering background, plans to use Claude to run a small experiment on a public dataset: keep the model and evaluation setup fixed, vary only the data, and publish the setup and results (including failures) on Hugging Face. The post asks the community for the most common beginner mistakes — especially ones that make misleading results look convincing.

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