Engineering decisions, validated before you invest.
Simulation, optimisation and digitalisation for European manufacturers.
Three capabilities,
one engineering practice.
Simulation
Discrete Event Simulation, real-time digital twins, and scenario analysis. Build a working model of your operation, run experiments at virtual speed, decide with evidence.
Learn more →Optimisation
Process flows, factory layouts, supply chains, combinatorial algorithms. Lean, statistical, and heuristic methods — applied where the gain is measurable.
Learn more →Digitalisation
Edge-to-cloud platforms, automation pipelines, system architecture. ISA-95 thinking applied from factory floor to enterprise — from one machine to a thousand.
Learn more →Applied across manufacturing, wind energy, logistics, and maritime operations.
Cognitive Twin — Autonomous Experiment Director
A four-layer cognitive digital twin combining live hardware telemetry, multi-paradigm AnyLogic simulation, and an LLM acting as autonomous experiment director. The system identifies bottlenecks, runs scenario tests, and applies commands back to physical hardware — closed-loop, unattended, on commodity infrastructure.
Engineer-to-engineer process.
No black boxes.
Every engagement follows the same disciplined sequence — calibrated against real production data, statistically validated, and handed over with full documentation.
Discover
30-minute call to map the decision space, constraints, and data available.
Model
Build the simulation or algorithm. Calibrate against your historical operational data.
Validate
Statistical verification, replication runs, sensitivity analysis. Numbers you can defend.
Hand over
Documented model, trained team, ongoing support. You own the result.
Five years of decisions —
now available freelance.
Trained inside leading European manufacturers — power electronics, automotive, infrastructure — I now operate independently, translating complex production challenges into validated simulation models and Python automation.
Based in Flensburg. Operating under strict German DSGVO standards. Every engagement ends with a documented model, a trained team, and a clear return on investment.
Free 30-minute discovery call.
Fixed scope. Fixed price. No surprises.