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Content Tagged "Data Engineering"

This page collects all articles and projects tagged Data Engineering. Tags help you navigate by tool, theme, or topic—whether you're looking for content on specific technologies like n8n or Databricks, or broader themes like workflow automation or hockey analytics.

Content spans agentic engineering, production AI agents, data pipelines, full-stack work, and hockey analytics. Browse other tags, topics, or the full offering for how this maps to client work.

Projects describe case studies with real outcomes—conversational analytics prototypes, AI feedback agents, automated content pipelines, and hockey analytics dashboards. Blog posts cover implementation details, tool comparisons, and lessons learned. If you're looking for something specific, the blog index and portfolio offer alternative ways to explore.

Blog Posts

When to Use a Consultant Instead of Hiring: A Data Engineering Perspective

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Hiring a senior data engineer costs €120–200k the first year. But for bounded projects — Databricks buildouts, dbt migrations, lakehouse design — consulting delivers faster and cheaper. Here is when each makes sense.

Data Engineering Consulting: Building Scalable, Future-Proof Data Solutions

From BI Reporting to Data-Driven Automation: A 10-Year Evolution of Data Strategy

How data strategy evolved from static BI reports to AI-powered automation. Learn from 10 years of data engineering experience: from centralized reporting to data mesh, and why making AI investments pay for themselves requires collapsing legacy and modern stacks.

Mastering Custom Automation Scripting for Enhanced Efficiency

As an agentic engineer, I've seen firsthand the impact that custom automation scripting can have on streamlining workflows, re...