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Writings

Technical writing on data engineering, AI automation, workflow orchestration, and modern data stacks. I cover practical implementation—how things actually work in production—alongside reflections on tooling, cost optimization, and building systems that scale. Topics range from n8n vs Zapier comparisons and Databricks medallion architecture to hockey analytics and Swedish NHL player analysis.

Browse by topic or explore the portfolio for case studies that put these ideas into practice.

New posts appear regularly as I work on real projects—documenting what works, what doesn't, and how to make data and automation investments pay off. You can also filter by tag to find content on specific tools or themes.

From Raw Data to Revenue Decisions: Building an End-to-End Analytics Platform

How I designed and shipped a full-stack data intelligence system for a global manufacturing company — from Databricks pipelines to AI-powered dashboards.

Building With AI Agents as Co-Workers: My Stack, My Costs, and What I Actually Learned

How I run a 7-project publishing and product studio with AI agents as co-workers — the real stack behind it: OpenClaw, n8n, LiteLLM, Coolify, and a €26/month server bill.

I Built a System That Publishes 30 Articles a Week Across 10 Projects for $0.08 Each

A detailed breakdown of OpenClaw — my self-hosted AI content automation stack running on Hetzner. How it works, what it costs, and what I got wrong the first time.

My Self-Hosted AI Stack: Everything Running on One €4/Month Server

A complete walkthrough of the Hetzner + Coolify + n8n + LiteLLM stack I run in production. What each piece does, why I chose it, and the total cost breakdown.

Designing AI Agent Architectures for Modern Data Engineering Workflows

Beyond Dashboards: Building Proactive Data Agents That Find and Share Insights Automatically

Discover how proactive data agents leverage AI and automation to automatically find and share critical business insights, transforming reactive BI into intelligent, interactive analytics.

Workflow Automation Solutions: Transforming Business Operations with Intelligent Automation

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

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