Why normalizing contact data is more difficult than it seems: experience in developing a CRM database cleaning engine in Python

Dirty data in CRM is always duplicates, errors in mailings and “crooked” analytics. In the article I tell you how I implemented an API for automatic normalization of phones, emails and names on FastAP…