January 29, 2024
Using Poetry and Docker to Package Your Model for AWS Lambda
An accessible tutorial for one way to put a model into production, with special focus on troubleshooting and hiccups you might encounter along the way
As promised, this week I’m coming with a more technical topic and taking a little break from all the discussions of business. I recently had an opportunity to deploy a new model using AWS Lambda, and I learned a few things when combining my usual development tooling (Poetry) with the infrastructure of Lambda.