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Innovate UK · Phase 2
SmartAirFusion
Multi-sensor air quality and emissions intelligence platform combining IoT data with ML-driven anomaly detection for industrial sites.
ABOUT
I build intelligent systems people can actually trust.
I'm a Senior Lecturer in AI at Anglia Ruskin University in Cambridge, with 14+ years of research across agentic AI, healthcare informatics, net-zero technology and quantum computing.
My work sits at the intersection of academic rigour and applied engineering — running Innovate UK projects, supervising PhD students, auditing AI systems against ISO 42001, and writing about all of it here.
This site is a working journal: notes from the lab, project write-ups, and the occasional opinion piece on where this all might be going.
— Cambridge, UK · 2026
Featured projects
1
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Healthcare AI · Lothian NHS
Multimorbidity ML
Three-year study on machine learning for risk stratification across NHS Lothian's multimorbidity cohort. Published outcomes & honest limits.
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Quantum · Innovate UK
QuantoTrace
Quantum error correction as a service. Exploring the strange economics of trust in quantum hardware that fails before it computes.
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FinTech AI
AI360Degree
Agentic AI for end-to-end customer-facing financial services: from onboarding to risk to retention, with safety guardrails throughout.
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XR · Wellbeing
NeuroXRFitness
Music-therapy XR study on measuring stress reduction using EEG signals — without inducing the stress you're trying to measure.
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Net Zero · Supply Chain
Decarbonisation Trace
Blockchain-verified emissions data for industries that have outsourced their carbon abroad — one credible answer to greenwashing.
Areas of expertise
The disciplines and tools I work with day-to-day, across teaching, research and consulting.
Agentic AI
research + applied
Machine Learning
14+ years
Healthcare Informatics
NHS partnerships
Net Zero Tech
supply-chain focus
Quantum Computing
error correction
XR & Wellbeing
EEG + immersive
IT Governance
ISO 42001 LA
Cloud & DevOps
AWS · GCP · K8s
Selected publications
1
2024
QuantoTrace: Quantum Error Correction as a Service for Distributed Computing
ICEEICT 2024 — IEEE International Conference on Electrical, Computer and Communications Engineering
2024
Synthetic Data Generation for Credit Card Fraud Detection Using Generative Models
AIAI 2024 — Springer Artificial Intelligence Applications & Innovations
2023
NeuroXRFitness: Music Therapy in Extended Reality for Mental Stress Reduction
SKIMA 2023 — IEEE Software, Knowledge, Information Management & Applications
2023
Multimorbidity Risk Stratification: Lessons from a Three-Year NHS Lothian Cohort
Journal of Biomedical Informatics — Elsevier
2022
Agentic AI in Financial Services: A Framework for Safety, Governance & Audit
FinTech Research Network Workshop — University of Cambridge
Have a research collaboration in mind?
I'm open to Innovate UK partnerships, EPSRC reviews, PhD supervision, and consulting on AI governance & ISO 42001 audits