Workshop: Productizing data platforms - Infrastructure for orchestrating dlt pipelines by The Scalable Way
Pipelines working...but platform missing?
A hands-on workshop to turn your early-stage data workflows into a structured, scalable platform.
Learn to productize your data platform and orchestrate dlt pipelines. This hands-on workshop covers lightweight infrastructure, CI/CD, and flow automation, giving you practical steps to build a scalable and maintainable environment for real-world data workflows.
Location: Online
Date: September 24th, 2025
Time: 16:00 (CET | Berlin)
Who are this workshop for?
Data Platform Engineers
Senior Data Engineers
Data Architects & Platform Owners
Analytics Engineering Managers / Tech Leads
About the workshop:
Many data teams reach a point where pipelines are running — but the platform to support them is missing. Without proper orchestration, automation, and infrastructure practices, workflows quickly become fragile, hard to observe, and difficult to scale. From manual deployments to one-off fixes, teams risk building systems that collapse under growth rather than enabling it.
This workshop is dedicated to data professionals who want to move beyond working pipelines and create structured, maintainable platforms.
Apply software engineering and DevOps best practices to data operations and learn how to:
1. Evolve a single-VM setup into a containerized, CI/CD-driven platform that is future-proof and ready to scale
2. Apply Infrastructure as Code principles for consistent, reproducible environments
3. Automate deployments and minimize hands-on maintenance
4. Add observability and maintainability to your workflows without overhead
5. Design platforms that can start small but grow alongside your organization
If you’re a data engineer or a data professional looking to combine hands-on pipeline work with strategic platform design, this workshop is perfect for you.
About TSW:
The Scalable Way is a team of eager data experts who bring the best software engineering practices to data platforms to achieve higher scalability, cost effectiveness, usability, and reliability.
With our code-first approach, we help teams build scalable, automated, and reliable data platforms that enable smooth collaboration, reduce manual work, and improve security and governance.
About the speaker:
Karol Wolski specializes in designing and implementing data platforms that are cloud-agnostic, secure, and built to scale. With a strong DevOps background, he specializes in integrating diverse data sources into unified systems, automating infrastructure, and streamlining operations across hybrid environments.
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