Industries
Manufacturing, energy, enterprise services, and data-heavy environments.
About
Independent, hands-on consultancy bridging executive intent and technical delivery.
Background
I’ve worked across software engineering, data science, and machine learning since 1999—helping teams design, build, and operate systems that work in the real world.
My focus is practical impact: clear decisions, reliable delivery, and reusable foundations (data, evaluation, and governance).
Currently supporting manufacturing and energy-adjacent use cases, including GPU-accelerated analytics and modern AI platforms.
How I work
- Clarity first: define success metrics and decision criteria up front.
- Small bets: validate feasibility early with your real constraints.
- Transfer ownership: leave behind artefacts, patterns, and capability.
UK English · Remote or hybrid engagements · NDAs welcome.
📍 Europe / Berlin time
What I don’t do
Buzzword-only work, “AI for AI’s sake”, or projects without clear ownership and success criteria.
Where I add value
Translating executive intent into delivery plans, and ensuring technical work stays aligned to business outcomes.
Let’s talk
Tell me what you’re trying to achieve and where you’re currently stuck.