Experience
Parent case studies
Start here for the substantial experience-level pages: final-year project, Health Innovation East placement and ConsoneAI/DioScor internship. Contained deliverables sit underneath those parent contexts rather than competing with them.
Parent lane
Substantial experience pages
These pages summarise the broader setting, my role, the work delivered and the judgement involved.
Final-year project
Governance-aware health data science with cohort construction, ICD/HES-derived features, observability controls and model comparison.
Commercial placementHealth Innovation East
One-year NHS-facing commercial health innovation placement across evidence, market intelligence, pathway fit and adoption reasoning.
Research internshipConsoneAI / DioScor
High-level toxicology data mapping and structured data-preparation work in a dose-toxicity platform.
Contained work
Deliverables and methods linked to parent experiences
These pages are more focused pieces of work. They make most sense when read alongside the parent experience they came from.
AI Toolkit
Practical internal guidance-support material for advisory work, not formal regulatory or clinical-safety advice.
Health Innovation East methodMarket intelligence
Market-analysis, competitor-landscape and horizon-scanning work shaped around evidence quality, pathway fit and commercial maturity.