Applied AI strategy and delivery
Shaping AI opportunities into executable roadmaps, delivery plans, and deployed capability across product, data, and technical workstreams.
Shaping AI opportunities into executable roadmaps, delivery plans, and deployed capability across product, data, and technical workstreams.
Leading AI initiatives in environments where interpretability, governance, interoperability, and adoption are business-critical.
Delivering AI products and retrieval-enabled systems that are designed for real workflows, operational controls, and measurable utility.
Aligning clinicians, domain experts, product leads, engineers, data scientists, and senior stakeholders around delivery and outcomes.
Led multiple AI workstreams in a high-profile NHS partnership spanning clinical use cases, data infrastructure, interoperability, and stakeholder alignment across technical teams and senior decision-makers.
Architected an end-to-end pipeline extracting genomic variants from unstructured PDFs, mapping outputs to FHIR and feeding a clinician-facing dashboard, cutting manual review time by 80%.
Co-led CKD progression modelling and deployment planning in a trusted research environment, with XGBoost performing best at F1 0.72 and ROC AUC 0.80, supported by SHAP for clinician interpretability.
Architected and shipped an enterprise compliance-focused assistant with governance, traceability, and source attribution requirements, targeted at approximately 1,500 internal users.
Earlier career delivery across KPMG and Accenture included cloud ML, stakeholder leadership, proposal shaping, and a telecom uplift modelling solution that increased digital channel usage by 26% and reduced inbound calls by about 1.5 million.
Representative experience spans clinical ML, genomics NLP, interoperability, enterprise RAG, operational analytics, and AI delivery across regulated and enterprise environments.
I am open to conversations about senior applied AI leadership roles, advisory work, selected speaking opportunities, and high-impact delivery programmes.