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TuneLab is a fully autonomous ML engineer agent that builds production-ready models from raw CSV data. Upload → Train → Deploy. Features FastAPI backend, beautiful web UI, strategy memory, auto hyperparameter tuning, and one-click Render deployment. 100% open-source & CPU-first.