Dockerize, Deploy, and Call my SDR Email Detector Model via API

Dockerize, Deploy, and Call my SDR Email Detector Model via API

I Dockerized my ML model, pushed that to Sagemaker, used Chalice to create an API endpoint, and called the API from a webpage.

This is the second part of my journey to build a system that minimizes the amount of sales email I deal with every day. To recap, the system connects to a user’s Gmail via OAuth, determines whether an incoming email is from a sales development rep (from_SDR=1), and moves such emails to a special folder to “Read Later.” If the email is not from_SDR then it leaves the classified email in the Primary Inbox.

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