This project consisted of a full machine learning deployment
including cloud hosting, web app, multiple environments and
containerising.
The main part of the project is predicting toxicity from small
molecule structures. The final algorithm ...
A streamlit webapp will be deployed on one Docker container and
interact with a FastAPI framework to retrieve model results when
inputting new data.
Two environments will be deployed to mimic staging and production
industrial settings.
MLops with be ....
The Docker containers, besides serving as a technical review,
simplify deployment on new environment.
