Work
Selected case studies
A look at what I have shipped over the last eight years, framed by the problem, the deliverables, and the kind of engagement it would be today.
Past engagements
Built and shipped
Five years at Alexander Thamm GmbH in Munich, ending as Principal Data Engineer. Each engagement is described by the problem shape and what was delivered.
4M+
connected devices
Telemetry pipeline for a connected hardware manufacturer
Turning semi-structured device logs into analytics-ready tables that powered KPIs, error analysis, and management reporting.
30M/day
requests served
Recommendation platform for Cookidoo, Vorwerk's Thermomix recipe service
End-to-end recommender, from training pipeline to low-latency API on Kubernetes. Led a team of three engineers and set the engineering standards.
Real-time
streaming pipeline
Streaming IoT for a food and beverage equipment supplier
Real-time pipelines turning machine messages into operational KPIs, with monitoring designed for the operations team to own.
Advisory and enablement
Strategy reviews, tech selection, and team workshops
Not every engagement ships code. Architecture reviews, platform assessments, vendor and tooling selection, and on-site workshops for teams who want to level up their data engineering practice.
Have a similar problem on your plate?
Let's talk through what good would look like for your team.