Fabio Buso
Fabio Buso is VP of Engineering at Hopsworks, leading the Feature Store development team. Fabio holds a master’s degree in Cloud Computing and Services with a focus on data intensive applications.
Sessions
11-09
15:30
45min
How to build a serverless electricity price prediction service in just Python with Hopsworks and Streamlit
Fabio Buso
There is currently a chasm between training models in Python and building a production prediction service around that model. It is assumed that you need systems experience just to build an end-to-end ML system to showcase your model to stakeholders.
In this talk, we will show you how to build a serverless ML system using only a workflow engine (Github Actions), a platform to manage your features and models (Hopsworks), and a UI (Streamlit). The complete system will be written in only Python and run on serverless services.
Music Box (5th floor)