I will review your supplied CSV or JSON file against the rules you provide, then clean and transform the records within the agreed scope. The delivery can include a cleaned copy of the data, a validation summary, and notes on malformed records and assumptions. Please share a sample file, the required output format, and the acceptance criteria before work begins.