HON SIONG LAM

Meet HON SIONG

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I help clean and audit product spreadsheets using AI-assisted preparation and scripted checks. Deliverables include traceable files, change logs and questions for review. Identifiers, currency labels and uncertain values are preserved unless agreed otherwise. Portfolio examples use synthetic data and are self-initiated demonstrations, not past client work.