March 21, 2022
ml-models is a full-stack machine learning application.
ml-models to explore the infrastructure and workflows required to build, deploy and monitor machine learning models in a production environment.
React-Query- data synchronization
Styled Components- styling
Netlify- CI/CD and hosting
Poetry- dependency management and packaging
ONNX- machine learning models and inference runtime
Traefik- reverse proxy and SSL
Docker Compose- deployment
GitHub Actions- CI/CD