| CFP closes at | October 19, 2026 20:46 UTC |
| (Local) |
Quality over quantity
We care more about original, thoughtful content than just filling slots.
If you have something genuinely useful or interesting to share, we’d love to have you as a speaker.
Sales pitches
It’s totally fine to highlight your product, framework, or service.
But straight-up sales pitches—especially reused ones—won’t make the cut.
Inclusivity
We welcome speakers from every background and experience level.
If you’d like to speak but need support or accommodations, let us know. We’ll do what we can to help.
Be nice!
We won’t publish anything offensive or disrespectful.
We’re here to learn, share, and have fun, let’s keep it that way.
CFP Description
Conf42 MLOps 2026
First things first, please watch the CFP tips and tricks video - 5 minutes. It will increase your chances of having your talk accepted.
Let’s talk about what it really takes to get machine learning into production — and keep it there.
If you spend your days wrangling data pipelines, deploying models, managing drift, or automating retraining, this event’s for you.
We’ll dig into what’s working (and what’s not) in the world of MLOps:
- Automating model training, validation, and deployment
- Monitoring models for drift, bias, and performance degradation
- Building reliable data and feature pipelines
- Managing experiments, lineage, and versioning at scale
- Tools and frameworks for production ML workflows
- Collaboration between data scientists, ML engineers, and ops teams
- Real-world lessons from taking models from notebooks to production
Come hang out with people who build and maintain ML systems every day. Share what you’ve learned and pick up a few ideas to make your next production model smoother, faster, and more reliable.
For any questions and suggestions, please join our Discord server!
Hope to see you there,
Mark