A discussion of Agentic approaches to Data Engineering. Exploring the benefits and pitfalls of AI solutions and how to design product-grade AI agents, especially in data.

AI Data Engineers - Data Engineering After AI

As AI moves beyond general-purpose LLMs, domain-specific agents are redefining automation, decision-making, and real-world applications. But what does this mean for MLOps, infrastructure, and AI adoption? How can open-source AI keep up with this shift?

Vertical AI Agents w/ Mozilla.ai // MLOps Community IRL Meetup Lisbon IRL

What does it mean to MLOps now? Everyone is trying to make a killing from AI, everyone wants the freshest technology to show off as part of their product. But what impact does that have on the "journey of the model". Do we still think about how an idea makes it's way to production to make money? How can we get better at it, maybe the answer lies in the ancient "non-AI" past...

I Am Once Again Asking "What is MLOps?"

Jumpstarting AI development can be tricky, but AI starter kits can provide the necessary launchpad. The article explores three main types: Frameworks offer a highly structured, guided approach suited for mature domains and consistency; Templates provide a standardized project setup with more flexibility, ideal for diverse projects with common delivery needs; and Examples offer simple, working code illustrations, best for quickly exploring new or rapidly changing areas like Generative AI. The key is choosing the right type based on your team's needs and the specific project context to build AI applications more efficiently.

Framework, Template, or Example? 🤔 Choosing the Right AI Starter Kit for Your Team ✨

​AI Agents Builders Summit: World Tour Kick Off 🎉​You're seeing this first​If you're reading this page, it's because we wanted our community to know first. Before we make the public announcement, we're giving priority access to the people who've been coming to our events over the past few years.​We want to make sure our core community has the chance to RSVP before spots fill up.​🔥 2025 is the year of AI Agents — and we’re hitting the road.​The MLOps Community is kicking off a&nbsp;global tour&nbsp;of high-signal, no-fluff meetups in 30+ cities. First stop?&nbsp;The Bay Area&nbsp;– the beating heart of our community.🚀 Join us May 28th at Hibernia​We’re bringing together the builders, researchers, and doers working on&nbsp;real AI agent tech.​Expect:<ol><li data-list="bullet">​20+ Booths&nbsp;Featuring Practitioners actively building and productionizing AI Agents.</li><li data-list="bullet">​3 lightning talks&nbsp;from the best builders/experts in town.</li><li data-list="bullet">​2 keynote speakers&nbsp;(big names – announcement coming soon!)</li><li data-list="bullet">​A room full of&nbsp;practitioners, not just talkers</li></ol>​🛠️ Want a Booth?​Got something cool in the works?​Want to showcase what you’re building to the right crowd?​Email&nbsp;<a href="mailto:minushi@mlops.community" rel="noopener noreferrer" target="_blank">minushi@mlops.community</a>&nbsp;to snag a booth spot or ask any questions.

AI Agent Builders Summit: World Tour Kickoff

🔥 Snowflake Mini Summit — Let’s Build for Real 🔥Mark your calendars: 🗓 Wednesday, April 23 🕔 5 PM UK timeWe’re bringing the heat with a Mini Summit you won’t want to miss. If you're building anything with ML, LLMs, agents, or just trying to wrangle data into something useful—this one’s for you.We’re diving into:<ol><li data-list="bullet">Real-world MLOps workflows (no BS, just stuff that works)</li><li data-list="bullet">How teams are using Snowflake, ZenML &amp; Featureform to scale fast</li><li data-list="bullet">What it takes to ship AI products in 2025</li></ol>Expect sharp insights, real talk, and zero fluff. Let’s get tactical, let’s get nerdy, and let’s level up!

Iceberg, MCP, and MLOps: Bridging the gaps for Enterprise

<h1>AI Agents: Talks and Virtual Roundtables</h1>We're on to our eighth bi-weekly Agent Hour as we continue the conversation about AI agents. Agent Hour Part #8 will kick off with 2 talks from <a href="https://www.linkedin.com/in/aditya-gautam-68233a30/ " rel="noopener noreferrer" target="_blank">Aditya Gautam @ Meta</a> &amp; <a href="https://www.linkedin.com/in/vamsisaladi99/" rel="noopener noreferrer" target="_blank">Vamsi Saladi @ Contour</a>. We'll of course wrap up with an interactive roundtable discussion.<h2>No fluff, just ideas that matter and people who are making it happen!</h2>

Agent Hour

AI systems don’t just need to be intelligent—they need to be reliable and resilient in real-world applications. This session brings together experts who have tackled the toughest challenges in AI deployment, from shipping production-ready LLMs to building fault-tolerant data pipelines.🔹 Breaking the Demo Barrier and Getting Agents Shipped – Learn how to make LLMs production-ready with structured prompting, dynamic routing, and error-handling strategies. Discover why JSON might be holding back your model's accuracy!🔹 Failure is Always an Option: What Apollo Can Teach Us About Resilient Data Pipelines – Take lessons from NASA’s Apollo mission to build resilient and self-healing data pipelines that won’t fail under pressure. 🔹 Modal: ML Infra That Does Not Suck – Building an application on the cloud doesn’t have to be painful—even when using GPUs and foundation models! This talk introduces Modal, the serverless Python infrastructure you didn’t know you always wanted.Whether you're working on AI-driven apps, data pipelines, or pushing the boundaries of structured outputs, this session will equip you with battle-tested strategies to take your AI systems from demo to deployment.Don’t miss out—join us live!

Building Robust AI Systems with Battle-tested Frameworks

At&nbsp;Nebius, we’re creating an&nbsp;AI&nbsp;Cloud&nbsp;— a&nbsp;cutting-edge cloud platform designed exclusively for AI&nbsp;practitioners. We&nbsp;provide seamless AI&nbsp;solutions accelerated by&nbsp;NVIDIA, popular MLOps tools and a&nbsp;scalable inference platform to&nbsp;support AI&nbsp;application development.Ready to&nbsp;meet the team behind it&nbsp;all?Join us&nbsp;at&nbsp;<a href="https://nebius.com/events/nebius-roadshow-san-francisco#map" rel="noopener noreferrer" target="_blank">Convene, San Francisco</a>, on&nbsp;Thursday, 13&nbsp;March, for an&nbsp;exclusive look into Nebius AI&nbsp;Neocloud, our cutting-edge platform designed for explorers and innovators.Whether you’re developing AI&nbsp;models, scaling ML&nbsp;workloads, or&nbsp;deploying AI&nbsp;applications, this is&nbsp;a&nbsp;great opportunity to&nbsp;connect with our developers, product experts, architects and some of&nbsp;our partners.What’s in&nbsp;store?<ol><li data-list="bullet">An&nbsp;insider’s look at&nbsp;Nebius architecture and development principles.</li><li data-list="bullet">Insights into the NVIDIA Blackwell Architecture.</li><li data-list="bullet">A&nbsp;deep dive into how we&nbsp;developed a&nbsp;Kubernetes operator for Slurm.</li><li data-list="bullet">Discover how test-time computation unlocks the potential of&nbsp;agentic systems.</li></ol>And much more!Plus, all attendees will receive&nbsp;free credits&nbsp;to&nbsp;try out our GPU Cloud Accelerated by&nbsp;NVIDIA and explore the new text-to-image functionality in&nbsp;AI&nbsp;Studio.Spaces are limited, so&nbsp;don’t miss out!&nbsp;Register now&nbsp;to&nbsp;secure your spot.

Nebius AI Cloud Unveiled. San Francisco Meetup

The MLOps Community is where machine learning practitioners come together to define and implement MLOps.
Our global community is the default hub for MLOps practitioners to meet other MLOps industry professionals, share their real-world experience and challenges, learn skills and best practices, and collaborate on projects and employment opportunities. We are the world's largest community dedicated to addressing the unique technical and operational challenges of production machine learning systems.

MLOps Community

Job Title

Login to the MLOps Community community to connect with others, attend community events, and more!

Login or Sign Up for even more

To unlock all parts of the community and get the best experience, complete your profile.

Events

Content