Independent consultant · Switzerland
Intervention · Training · Consulting
- Meta Reality LabsZurich
- PhDComputer Science
- SymontechWeb Applications
AI problems
Everyone is using AI today, but over time:
The system is not reliable
It can drift, and we feel we’re losing control.
So many places, and it’s a mess
Skills, MCP, agents, memory, instructions… Everything is scattered.
Keeping up is difficult
Following the latest trends and models becomes confusing.
01 / Intervention
Intervention
Give your AI system a clear structure and a repeatable way to tell whether it works.
- Organise instructions into a clear hierarchy with explicit ownership.
- Test real scenarios to catch errors and drift.
- Version changes and define guardrails, permissions and human review.
02 / Training
Training
Learn to use AI with confidence through practical work on your own use cases.
- Understand model capabilities, limitations and how to check results.
- Write clear instructions and provide the right context.
- Choose when to use agents, memory, skills and tools.
03 / Consulting
Consulting
Keep the system useful as your needs, models and tools evolve.
- Monitor quality, costs and failures in everyday use.
- Assess new models against your needs before adopting them.
- Define who maintains the system and how feedback becomes improvements.
04 / Background
Computer Graphics Engineer
Technical depth developed across research and production.
- Engineering
System design
Translating business needs into feasible architectures, with security, automated delivery and operational ownership built in from the start.
- Applications
Interactive VR & AR
Production software for VR devices and robotics at Meta Reality Labs in Zurich.
- Expertise
Spatio-temporal data
Computer graphics, motion capture, 3D reconstruction and machine-learning workflows for complex spatial data.
- Projects
EU research projects
Collaborative European R&D across computer graphics, motion analysis, virtual environments and applied technology.
Engineering
Applications
Expertise
ProjectsContact
Have a complex technical project?
Tell me what you are working on. I can help clarify the problem, structure the project and define a practical way forward.