Topic
Systems engineering
Requirements, architecture, model-based design and the interfaces nobody owned.
The converter kept failing at boundaries between disciplines, so I started owning the boundaries: requirements traceability, a digital twin in System Composer, hardware- and software-in-the-loop qualification, and tools that treat a system as one typed graph.
Experience
Where it was practised
Projects
What got built
Creator and maintainer
HVDC datacenter simulator
A bottom-up model of the AI rack power chain, built to derive the tolerance specifications that do not exist yet.
Creator and maintainer
powerbus
Stability analysis for DC busses loaded by many constant-power converters.
Creator and maintainer
SystemGraph
Modelling a system as a typed component graph so cost, efficiency, availability, and fault trees come from one topology.
Creator and maintainer
Connected Standards
Turning a shelf of licensed standards into a searchable catalog and a graph of normative references.
Creator and maintainer
Standard Expert
A query service over technical standards, built to answer homologation questions against the text.
Creator and maintainer
ASPICE agentic QA framework
Multi-agent generation and gap analysis of automotive process evidence, with functional-safety cross-referencing.
Creator and maintainer
Traction toolbox
Rebuilding a vehicle-driven traction design tool as a reproducible study rather than a spreadsheet.
Creator and maintainer
FrameShift
An open reasoning system for finding the right problem before optimizing a solution.