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Business Intelligence · Data Engineering · AI Automation

Numbers you can
finally trust

I turn the data scattered across your tools and spreadsheets into dashboards, pipelines, and AI automations your team actually uses. One expert, end-to-end — from Vienna.

Request a free intro call See what I build

20 minutes, no slides, no obligation — I reply within one business day.

100+ hours per month saved on manual reporting
1 dashboard instead of 12 spreadsheets — one agreed set of numbers
Powering systems with
Python SQL Power BI Azure AI

Core Capabilities

Specialized engineering for the modern data stack.

Modern Data Warehousing

Centralize your data sources. A reliable, single source of truth for your business.

How it works

Business Intelligence

Interactive dashboards and semantic models. I turn complex datasets into clear, decision-ready visual insights.

How it works

Data Pipelines & Integration

Connect APIs, files, and business systems so your data stays current automatically.

How it works

AI & Machine Learning

Custom agents, forecasting models, and LLM integration. I bring intelligence directly into your business logic.

How it works

Latest Field Notes

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Python

Simple ETL Configuration with Pydantic Settings

A lean ETL configuration pattern for Python: one Pydantic Settings class with typed .env values, computed paths, and early validation — no framework needed.
Power BI

Working with multiple fact tables in Power BI

It can be hard to untangle a data model with multiple fact and dimension tables. These best practices, tips, and tricks help you keep it clear and maintainable.
Power BI

Power BI Best Practices Part 1

Power BI Best Practices, Part 1: Setup. Strong projects start with a clean, consistent foundation. In this first installment I share the setup methods I use on every build to keep work organized and maintain quality and clarity from kickoff to delivery.

Ready to trust your numbers?

Tell me where it hurts — in 20 minutes we'll find the smallest first step worth taking.

Request a free 20-minute call

No slides, no obligation. I reply within one business day.