Build a Sovereign AI Factory: an ML Engineer Agent that evaluates, fine-tunes, deploys, and improves open models.
RSVP ON LUMA TO ATTEND: https://luma.com/9ngtvw3u It helps me get the correct amount of food!
The best AI teams aren't renting every capability from an external API, they're building systems they own and control. In this hands-on session at the Union HQ, we'll build exactly that.
We'll start with a walkthrough where we build an agent that evaluates open models in parallel, fine-tunes promising candidates, deploys the winner, and retrains automatically when performance drops. Think of it as the first brick in your own model factory: a repeatable system for evaluating, improving, and deploying models you control.
You'll see how Union.ai & Flyte give your AI workflows a durable runtime with infrastructure as context, so agents adapt infra resources, recover from failures, and keep moving without re-running completed work. And because it all runs in your own cloud, you own the full stack end to end: your models, your data, your infrastructure, your IP.
Then we switch into hack night mode: keep building on the example, bring your own models or datasets, experiment with evals and fine-tuning, extend open models to different parts of your agent, or start something new around the same ideas.
There are no judges, no prizes, and no required tools. The goal is to learn something, build something, and meet other people working on AI. For teams thinking about sovereign AI, this is a practical starting point for owning more of your stack, the weights, the training loop, the evals, and the infrastructure it runs on, all on AWS.
Bring a laptop. Leave with a model factory. Flyte: https://flyte.org/ Union: https://www.union.ai/
Schedule
5:30–6:00 PM Arrive, grab food, meet people, talk AI 6:00–7:00 PM Topic introduction + practical demo & topic discussion 7:00–8:00 PM Build, experiment, collaborate, and learn 8:00–8:30 PM Optional project demos + continue community discussion
Come build AI together.
AI Hacknights are about getting people together in person to explore an AI topic, build something interesting, help each other get unstuck, and share what we learn.
Each hacknight starts with a short introduction to the topic, a practical demo, and community discussion.
Then we build. So bring a laptop!
Bring your own idea, start from one of our examples, team up with someone else, or just spend the evening experimenting.
There are no judges, no prizes, and no required tools. The goal is to learn something, build something, and meet other people working on AI.
At the end of the night, you’ll have the chance to demo what you built, share something you learned, or just see what everyone else came up with.
You’ll see Flyte used in some demos. Flyte is an open-source AI runtime platform maintained by Union for building scalable, durable, and observable AI workflows.
Flyte: https://flyte.org/ Union: https://www.union.ai/
RSVP ON LUMA TO ATTEND: https://luma.com/mcge7o47 It helps me get the correct amount of food!
Schedule
5:30–6:00 PM Arrive, grab food, meet people, talk AI
6:00–6:30 PM Topic introduction + practical demo & discussion
6:30–8:00 PM Build, experiment, collaborate, and learn
8:00–8:30 PM Optional project demos + community discussion
Come build AI together.
