Industry / digital tradeFunded collaborative R&D
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PROGRESS · Physical Assurance for Digital Trade Systems
Co-Investigator · Innovate UK (2023–2025)
A cross-disciplinary testbed connecting digital trade documents with physical location, transit and condition of goods. Collaboration between Teesside University, Digital Catapult and the Centre for Digital Trade & Innovation.
AI-assisted assurance · IoT / RFID · supply-chain interoperabilityExplore ↗ Agentic AI / energyCommercialisation
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Energentic · Explainable Agent-as-a-Service
Research/commercialisation team member
Exploring modular, explainable AI agents for forecasting, optimisation and energy-system decision support, with commercialisation development through the Innovate UK ICURe pathway.
Agentic AI · explainable decision support · clean energyExplore ↗ Education / open resourcesDelivered · Aug 2026
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DAIM Agentic AI Summer Bootcamp 2026
Programme lead · University of Hull
Led a practical programme for visiting students from India, introducing LangGraph, RAG, tool calling, Human-in-the-Loop and local/cloud LLMs; connected learning with an Amazon fulfilment-centre industrial visit.
LangGraph · Ollama · Groq · HITL · inclusive teachingExplore ↗ Public-sector AIPublic programme
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AI for Public Sector Strategy & Operations
Executive programme / consultancy design
A three-day leadership programme connecting service problems to AI opportunity assessment, data readiness, procurement, governance, human oversight and 90-day pilot planning.
Public value · governance · safe implementationExplore ↗ Circular economyResearch · 2026
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Explainable AI for Sustainable Waste Classification
Research lead / co-author
Exploring automated sorting, transfer learning and model explainability for data-driven waste recovery, moving towards decision-support systems for circular-economy workflows.
Computer vision · transfer learning · XAIExplore ↗ Foundational researchPeer-reviewed research
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IoT-Enabled Circular Economy Decision Support
Doctoral and published research
Knowledge-driven, IoT-enabled design for tracking physical products and supporting circular business decisions across reuse, remanufacturing, repair and end-of-life processes.
IoT · ontologies · decision-support systemsExplore ↗