Model Behavior: Google Cloud Functions, Machine Learning, & the Model Server

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Details:

At Caravel, engineers are building conversational AI for eCommerce stores — work that heavily relies on serverless functions and machine learning models.

Due to the limitations of serverless functions, it often
doesn't make sense to load the machine learning models directly in the cloud function.

In this talk, Hannes is sharing Caravel's work in integrating machine learning in Google Cloud functions. He is outlining how models are
hosted on a model server and how the serverless endpoints can interact with the model server.

This solution allows Caravel to scale to ever-changing demands for their applications, but still provide the full machine learning functionality.

About the speaker:

Hannes Hapke is the VP of Engineering and AI at Caravel (caravelapp.com). Caravel's applications are built on serverless functions and a good number of machine learning models. Hannes is a Google Developer Expert and a co-author of machine learning publications like NLP in Action and upcoming O'Reilly publication on Machine Learning Workflows.

Schedule:

Doors Open at 5:45 p.m.
Programming to begin at 6:15 p.m. with Q&A after.

Drinks and Light Snacks will be served.

**Interested in speaking at a future event? Message us and let us know! We'd love to have you.**