AWS UG Ljubljana - Julij 30 2026

🌞 We are back with July meetup of AWS User Group Ljubljana! This time we are tackling MLOps on AWS and AI agents for observability 🍻
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Moving machine learning from "it worked in a notebook" to something reproducible in production is where things get interesting... and occasionally humbling. In their session, Ivan Nikolov and Vid Stropnik will share our early experience using AWS SageMaker for production ML model versioning and AWS-hosted MLflow for experiment tracking, with a special look at what we learned while migrating parts of our workflow from scikit-learn to PyTorch.
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Mitja Hofer will present how Celtra is using AI agents to monitor production environment and in incident response with some homegrown agent workflows and AWS DevOps Agent. We will take a look what it offers, where its weaknesses are and how you can set it up for response in your environment.

See you there! 🍻❄️

📅 Agenda:

• 🎤 Mitja Hofer: Discover Production Environment with
  AWS Devops Agent
• 🎤 Ivan Nikolov, Vid Stropnik: It Worked in the Notebook: Now What?
• 📍 Location: Celtra, Kongresni trg 3, Ljubljana
• 🕕 Date: July 30, 2026 at 18:00

🙏 Please confirm your attendance so we can prepare the space accordingly.