R&D Advisory
I work with organisations on complex software systems and emerging technologies, helping turn uncertain technical questions into clearer architectures, focused experiments and informed decisions.
How I can help
Advisory work can start from a technology question, a system that has become difficult to evolve, or an idea that needs evidence before larger engineering investment.
Understand what is real, what is premature, and what is worth testing.
Assess capabilities, limitations, maturity, integration constraints and strategic fit before committing engineering effort.
Typical questions
Is this technology actually useful for our problem?
What should we test before investing further?
Where are the main technical risks?
Find where complexity, bottlenecks and fragile assumptions are accumulating.
Review software architecture, computational pipelines, distributed workflows and engineering processes to identify trade-offs and practical improvement opportunities.
Typical questions
Is this architecture still appropriate as the system grows?
Where are we creating unnecessary operational complexity?
What would we change first?
Turn assumptions into something that can be tested.
Design a focused proof of concept, experiment or prototype to explore feasibility before a larger implementation.
Typical questions
Can this approach actually work?
Which assumptions need experimental evidence?
What is the smallest useful prototype?
Help teams and learners understand complex technology well enough to make their own decisions.
Tailored workshops, technical briefings and purpose-built learning experiences around a specific technology, architecture or problem.
Typical questions
What does the team need to understand before adopting this?
How can an emerging technology become an effective learning experience?
Areas of expertise
Software engineering is the common foundation across all four areas.
Applied AI systems, LLM-enabled applications, automation, product-oriented architecture and technology evaluation.
Quantum software, quantum–classical architectures, distributed execution, software engineering and practical technology assessment.
Cloud architectures, distributed infrastructures, orchestration, monitoring, benchmarking and computational workflows.
Technology-enabled learning, interactive laboratories, technical training experiences and educational products around emerging technologies.
Selected advisory work
A compact view of current advisory work, focused on context, contribution and technical scope.
Scientific Consultant & Scientific Director · 2026 - Present
Quantum technologies / EdTech
Scientific Consultant · 2023 - Present
Applied AI
Applied R&D evidence
TRL 7From research to operational systems
Earlier research and engineering work with Consortium GARR included leading the development of a software system that reached TRL 7 and is used in production on a national federated cloud infrastructure for monitoring, performance assessment and operational management.
How I work
The engagement should be no heavier than the problem requires. Sometimes that means a focused review; sometimes it means building and testing something.
01 / Frame
Understand the technical question, constraints and assumptions before choosing a solution.
02 / Assess
Compare architectures, technologies and evidence against the actual context.
03 / Test
Prototype or experiment where the riskiest assumptions need evidence.
04 / Transfer
Document reasoning, communicate findings and strengthen internal capability.
Depending on the challenge
Examples rather than fixed packages - the output should answer the decision at hand.
A reasoned evaluation of technologies, options and constraints.
Findings, trade-offs and practical recommendations.
A focused implementation designed to answer a technical question.
Benchmarks or experiments that make assumptions measurable.
A clearer sequence for exploration, adoption or engineering work.
Focused capability building around the problem or technology.
Research· Education· Communication· Advisory
Have a technical challenge, an architecture decision, or an emerging technology you are evaluating? A free 30-minute introductory call is enough to understand the context, discuss where the uncertainty lies, and see whether I can help.
Book a free 30-minute introductory call