Stockholm MLOps Community

Our fourth meetup of 2026 will take place March 12! This time, we'll team up with evroc and once again meet up at AI Sweden!

Our theme for this meetup is Inferencing and more specifically, how to optimize inferencing from perspectives such as cost, performance and sovereignty. The event program is being worked out so stay tuned for updates!

Event Program

- Doors open at 17:00 CET

- Talks begin at 17:45 CET

- There will be light food & drinks

- There may be a moderated Q&A session....

Speaker Line-Up (under construction)

• Matthijs Kok, Lead AI Plumber, evroc will give a talk titled "Hitchhikers' Guide to the World of Inference: the Bumpy Road to Scalability". Abstract: Scaling serverless inference is less about GPUs and more about what breaks when you add them. We dig deep into a bug that corrupted live agentic sessions, and the zero-downtime release machinery that lets us ship fixes and new models.

• Lucas Ferreira, Founder & CEO of Inceptron will give a talk titled: "Title: From Model Access to Model Ownership: Scaling Open AI Systems." Abstract: As AI moves from closed-model APIs to open models, the promise is clear: lower costs, more control, and greater flexibility. But that shift also brings a much harder MLOps challenge - from deployment and scaling to observability, infrastructure ownership, and performance optimisation. In this talk, Lucas Ferreira will explore what it really takes to run open models in production, drawing on Inceptron’s experience operating a serving stack that processes 15B+ tokens per day on OpenRouter. He’ll also share why infrastructure advantage increasingly comes from the optimisation layer itself, including Inceptron’s compiler, which automatically analyses and optimises models for target hardware across GPUs, FPGAs, and edge environments. The session will unpack the operational realities of moving from the convenience of closed models to the control of open ones - and what teams need to make that transition reliable, efficient, and production-ready.

• Göran Sandahl, Co-Founder & CEO, Opper will give a talk titled: "Model Interoperability in Practice: Why Your Agents Shouldn't Care Which Model It Uses." Abstract: AI models evolve fast, but most teams are locked into a single, often too large, model . In this talk, I’ll show what model interoperability looks like in practice. Through two live demos — a multi-model chat and an AI roundtable where models debate each other you’ll see how a single API layer can route, compare, and orchestrate across models from different providers, turning models into interchangeable units.

• Emelie Wahlström, Head of Programs, Rasmus Larsson, Senior Data Scientist and Daniel Gustafsson, Senior Program Manager, all at AMD Silo AI will give a talk titled "Accelerating Inference with AMD". Abstract: A quick presentation of how AMD’s EAI Suite accelerates model inference and fits into real‑world MLOps workflows.

Looking forward to seeing you there,

/Patrick & the Stockholm MLOps Team

Our fifth meetup of 2026 will take place April 23! This time, we'll team up with local Swedish sovereign AI Factory 6G AI and once again meet up at AI Sweden!

Our focus for this meetup is on how local Swedish start-ups leverage sovereign infrastructure to create truly sovereign ai applications.

The event program is being worked out so stay tuned for updates!

Event Program

- Doors open at 17:00 CET

- Talks begin at 17:45 CET

- There will be light food & drinks

- There may be a moderated Q&A session....

Speaker Line-Up (under construction)

• Markus Boman, Chief Medical Officer and Founder, Careifai will give a talk titled "Building trustworthy clinical AI in Europe: lessons from the front line". Abstract: How do you build AI for real clinical use in a highly sensitive domain like psychiatry? In this talk, Markus Boman, physician, psychiatrist and founder of Careifai, shares practical lessons from developing clinical AI in Sweden. The session will cover what it takes to move from promising demos to systems that clinicians can actually trust and use: data quality, privacy, regulatory constraints, model evaluation, workflow fit, and the realities of deploying AI in healthcare. This is a talk about building useful AI where the margin for error is small and trust matters most. About Careifai: Careifai Sweden AB is a Swedish healthtech company developing trustworthy AI tools for clinical documentation and assessment in psychiatry. The company focuses on reducing administrative burden for healthcare professionals while supporting high standards for privacy, safety, and regulatory compliance. Careifai is built for European healthcare, with a strong emphasis on secure infrastructure, clinically relevant workflows, and responsible AI deployment.

• Robert Luciani, Co-Founder & CTO, Mediqtech will give a talk titled "Fault tolerant, secure, and sovereign AI systems." Abstract: Mediqtech implements AI powered clinical software and agentic systems. In this presentation we will share learnings from choices we have made in 3 areas: (1) Not relying on the judgement of AI models, we have chosen to assume they will make errors and adopt approaches from fault tolerant computing such as forward error recovery, N-modular redundancy, and more. (2) Not relying on SaaS for application hosting. Enforcing the need-to-know principle means that we need to ensure that logging is absolutely minimal, and true E2E encryption is used for all application data. (3) Not relying on foreign hosting providers. We have chosen to develop all software on local AI stations and can deploy seamlessly to isolated openstack / kubernetes clusters on private Swedish infrastructure.

• Rui Gomes, CTO of 6G AI. Talk tdb...

• Additional speakers tbd...

Looking forward to seeing you there,

/Patrick & the Stockholm MLOps Team