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DoorDash Eng Blog: Augmenting fuzzy matching with human review to maximize precision and recall
Oct. 19, 2022, 12:22 a.m. | /u/chikinn
Data Science www.reddit.com
I recently solved a business problem at DoorDash: we needed a way to onboard new advertisers (brands that sell products at convenience/grocery stores) at scale, without having to manually identify all their products that are available on DoorDash. We used a fuzzy-matching classifier with a human in the loop.
The part I find the most interesting is how we were able to take an out-of-the-box fuzzy matching algorithm and – with relatively little technical effort – tweak it to …
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