# Seldon Core Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/seldon-core
> Markdown URL: https://aitinkerers.org/technologies/seldon-core.md
> Technology record last updated: 2026-03-20T22:35:09Z
> Generated: 2026-10-23T14:48:46Z

An open-source framework to package, deploy, and monitor machine learning models at scale on Kubernetes.

Seldon Core transforms trained models (TensorFlow, PyTorch, or Scikit-learn) into production-ready microservices within Kubernetes clusters. It handles the heavy lifting of inference through advanced deployment strategies like Canary updates and A/B testing while managing complex request graphs. By providing out-of-the-box support for Prometheus monitoring and Jaeger tracing, it ensures high-throughput environments remain observable. The framework supports over 2.5 million installs, making it a standard for teams moving from experimental notebooks to hardened, scalable REST/gRPC endpoints.

- Official technology site: https://github.com/SeldonIO/seldon-core
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Multimodal Groq Demo](https://denver-boulder.aitinkerers.org/talks/rsvp_TiwUC6zS46U)

- Event context: AI Tinkerers Denver - June Meetup — 2024-06-11 — Denver
- Public talk page: https://denver-boulder.aitinkerers.org/talks/rsvp_TiwUC6zS46U

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