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Michael M

Michael M

Local Python CSV cleanup with duplicate and ID audit logs

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Meet Michael

I build local Python workflows for CSV cleanup: exact-duplicate detection, conflicting-ID checks, and clear review logs. English and Chinese. Portfolio examples use synthetic data. AI assists code development and testing; customer data stays local unless external AI use is explicitly agreed.

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Shinjuku City, Japan

Fluent in English and Mandarin