Writing & speaking
Published research, industry writing and keynotes.
From working papers to keynotes — on forecasting, commodity markets and what it takes to put machine learning into production.
- 2026Working Paper
From Hourly Noise to Daily Signal: A Regime-Aware, Statistically Validated Ensemble for Brent Crude Oil Forecasting
Preprint in preparation
- 2025Article
Wie KI Rohstoffmärkte berechenbar macht
Beschaffung Aktuell
- 2023Keynote
Decoding Tomorrow: The Evolution of AI in Demand Forecasting
KI Park × Google × Pacemaker, Google Office Berlin
- 2019Talk
Machine Learning in Sports
SPOBIS Conference, with Hannover 96
Speaking
Conferences and executive events on applied AI.
Keynotes and talks on applied AI, forecasting and optimization — from technical depth to board-level implications.
Speaking inquiries