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[D] ML approaches to Fuzzy Matching for MDM?

I am currently working on a project with an interesting task that I am struggling with an approach. I am tasked to implement ML algorithms to replace fuzzy matching for MDM purposes. The fields will include PII such as SSN, First Name, Last Name, Address etc. I am quite new to Fuzzy Matching would love to hear some opinions on some other approaches to this problem! The development language for Python (I did work through FuzzyWuzzy and I believe the current implementation uses something similar to this and the similarity score)

submitted by /u/Fender6969
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.