Data Cleaning AI mini apps

Clean, fetch, and inspect data with signal extraction and authorized web discovery tools.

Turns a plain-English request into a ranked, licence-screened source list, complete runnable Python (acquisition, profiling, cleaning, leak-checked splits, framework loaders, eval with a trivial baseline) and a dataset card. Never invents dataset paths. Knows the difference between capability data and method data, and gates the second one.

Python code generator specializing in data science (pandas, scikit-learn, plotly) and FastAPI web development. Creates clean, production-ready async code. Code-first style with minimal commentary.