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MLOps in Practice: A Balancing Act Between Cool Tech and User Needs

Photo of Asia Krajewska
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Asia K.
MLOps in Practice: A Balancing Act Between Cool Tech and User Needs

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Register for the event here: https://www.linkedin.com/events/mlopsinpractice-abalancingactbe7294814611583737856/about/

MLOps in Practice: Balancing Cool Tech with Real-World Needs

MLOps has been a hot topic for years—but what does it really look like in practice? How do companies scale machine learning effectively? When does it make sense to have a dedicated MLOps team? And what does it take to make that team successful?

While there’s no shortage of cutting-edge tools and best practices, MLOps isn’t just about cool tech—it’s about delivering real value. It’s about building solutions that serve the needs of data scientists, engineers, and businesses.

🚀 Key Discussion Points:
🔹 Real-world examples of operating ML at scale
🔹 What MLOps actually means in practice
🔹 Tech choices: navigating the ecosystem
🔹 Building an effective MLOps team: aligning with stakeholder needs
🔹 Challenges, lessons, and the future of MLOps

Beyond the present, we’ll also explore what’s next: How is the evolving AI landscape shaping MLOps needs? What impact do all-in-one platforms like Databricks and GCP have?

🎤 Meet Our Speakers
We’re bringing together experienced MLOps professionals from different industries—big tech, fintech, e-commerce, and retail—for an engaging, no-fluff conversation:
💡 Asia Krajewska – Tech Lead MLOps @Adyen
💡 Jelmer Borst – Domain Lead Analytics & ML @Picnic
💡 Maria Vechtomova – Manager ML Engineering & MLOps Tech Lead @Ahold Delhaize & Co-founder @Marvelous MLOps
🎙️ Moderator: Folkert Stijnman – Freelance AI & ML Engineer & Instructor @Datacamp

Why Attend?
✨ Gain insights from MLOps professionals across diverse industries
✨ Engage in an interactive discussion—not just a one-way panel
✨ Connect with like-minded professionals before, during, and after

🥤 Practicalities

✔ Drinks & snacks provided—because deep tech talks need fuel!
✔ IN-PERSON ONLY (Trust us, real-life conversations are better!)
✔ The panel will open into a broader discussion with everyone attending—your questions, thoughts, and experiences are very much welcome!

🚨 Limited Spots Available!
To keep the event interactive, space is limited. RSVP now to secure your seat. In case of extraneous conditions such as last-minute change venues or any other practical matters, we may have to turn down some registrations. In such cases, we will be sure to inform you ahead of the event.
Please RSVP here: https://www.linkedin.com/events/mlopsinpractice-abalancingactbe7294814611583737856/about/

We look forward to seeing you there! 🚀

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Amsterdam Data Union
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Simon Carmiggeltstraat 6-50 · Amsterdam