Territory
Spatial and market patterns
Where to act and why. Maps, demand and location analysis that turn a place into evidence you can decide on.
What I build
Systems
Data and AI systems
Data flows, models and AI agents that turn scattered information and manual processes into tools a team uses every day.
Strategy
Strategy and product
What to build, for whom, and how to run it once it is live.
Skills and where I apply them
Skills
- AI strategy and leadership
- Data strategy and leadership
- Decision systems
- Data science
- Earth sciences
- Satellite and sensor data
- Maps and location analysis
- Machine learning
- AI agents
- Text analysis with AI
Applied to
- Marketing, traditional and digital
- Brand and online research
- Sales
- Inventory and supply
- Government and public policy
- Development projects
- Operations
- Environmental conservation
How I work
Understand first, build what is needed, and leave your team in control.
Diagnose
I map the decisions at stake, the data you actually have, and the gaps that carry risk. Usually one to two weeks.
Design and build
I shape the method, models and workflows, then build the first working piece. AI goes only where it clearly adds value.
Operate and hand over
We launch, adjust and hand over. The system and the know-how stay with your team.