XiL Strategy & Infrastructure
Architecture and operation of MIL → SIL → PIL → HIL pipelines at data-centre scale.
● Erlangen / Nürnberg, DE · Senior Automotive XiL Leader
I architect high-fidelity XiL infrastructures — MIL, SIL, PIL and HIL — that validate next-generation EV powertrains. Currently leading a 150+ system test data centre at Valeo Siemens eAutomotive.
I specialise in architecting high-fidelity XiL infrastructures that accelerate the validation of next-generation EV powertrains. At Valeo Siemens eAutomotive I lead a 150+ system test data centre delivering 30,000+ automated test executions every single day.
My career is defined by a dual focus: strategic program ownership and deep technical innovation. From FPGA-based real-time plant models at 10 ns step size to CI/CT-driven regression pipelines, I build the infrastructure that makes software-defined vehicles possible.
Prior experience spans Continental AG, Cognizant, and KPIT Cummins — with a consistent thread of Python automation, dSPACE toolchains, ASPICE compliance, and cross-functional team leadership. I'm also the author of two books on AI and the future of expert work.
Architecture and operation of MIL → SIL → PIL → HIL pipelines at data-centre scale.
Closed-loop validation of traction inverters, on-board chargers and battery systems.
Headless regression at 30k runs/day through Python- and MATLAB-driven tooling.
Safety-compliant validation environments and process maturity across programs.
Bus-level fluency from network design to fault injection and field diagnostics.
Team leadership, CAPEX ownership, OEM interfaces and multi-year platform roadmaps.
▮ Dec 2022 — present
Valeo Siemens eAutomotive GmbH · Erlangen, Germany
May 2021 — Nov 2022
Valeo Siemens eAutomotive GmbH · Erlangen, Germany
May 2019 — May 2021
Valeo Siemens eAutomotive GmbH · Erlangen, Germany
Dec 2017 — Apr 2019
Continental AG (via Ambigai Consultancy) · Germany
Jun 2015 — Dec 2017
Continental AG (via Ambigai Consultancy) · Germany & Romania
2010 — 2015
Cognizant Technology Solutions & KPIT Cummins Infosystems
Outstanding innovation in cross-technology automation tools combining VB.NET, Python, and MATLAB scripting.
Contributed and successfully implemented 38 innovation ideas, driving continuous improvement across the team.
Consistently recognised by OEM customers as a key automation and validation expert across multiple Tier-1 engagements.

How Domain Experts Stay Relevant in the Age of AI
A practical framework for mid-level professionals across every industry — the DWAR Framework, six industry playbooks, and a 12-month learning roadmap.
An AI prompting guide written from the AI's perspective — the C.C.C.O. Framework, 20 templates, and 10 guided exercises.
Choosing the right dSPACE for automotive development — 5 products, a 4-step framework, honest pricing. Drawn from 150+ HIL deployments.