The ETL Approach to Modeling and Model Monitoring

When I joined PayPal, there were already models in production. They weren't being trained very frequently. The scale did break quite a few of the paradigm. So it was kind of like each time we tried to scale something, something else broke and we had to kind of figure out how to, you know, what's the right engineering solution.

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