AI · PROTECTING PEOPLE
01VioGén-2
Development and validation of predictive models for repeat-offence risk assessment within the ALTEA project. Statistics and AI to support police risk assessment tools.
Related work03 / PROJECTS AND KNOWLEDGE TRANSFER
From data to decisions.
Experience with specific problems across different sectors. These examples illustrate areas of work, rather than an exhaustive list of collaborations.
APPLIED RESEARCH
02Health and wellbeing
Selected success stories include predicting musculoskeletal risk in surgeons and analysing acceptance of remote consultations. Examples from a wider track record in clinical studies, treatment evaluation and predictive tools.
Related workRISK AND ADAPTATION
03Marine environments
Thermal risk in aquaculture, species distributions and environmental data integration. Maps and models to inform management and adaptation.
Related workRESOURCES AND PROCESSES
04Agriculture and circular economy
Compost Calculator, sludge characterisation, waste valorisation, irrigation and soil zoning. Analysis to evaluate processes and resource-use options.
Related workSUSTAINABLE MANAGEMENT
05Golf and land management
Turf management, fertilisation and remote sensing. Evidence to inform maintenance and resource use.
Related workQUALITY AND DEVELOPMENT
06Food industry
Experimental design, formulation, preservation and consumer preferences. Comparing products, processes and coproduct ingredients.
Related work04 / HUMAN-CENTRED AI
Technology supports. People decide.
Useful AI must pay attention both to model quality and to the people it affects.
My experience in risk assessment, health research and large-scale citizen surveys connects methods with social needs. I see AI as a tool to support informed decisions, with human oversight and attention to its limitations.
Understand
Explain what a model answers, which data it uses and what it assumes.
Acknowledge limits
Make uncertainty visible and assess where a tool works.
Care for people
Consider bias and the consequences of using the results.
Retain judgement
Support professional judgement and the responsibility of decision-makers.