Experience

Case studies

Start here for the broader experience pages covering the final-year project, Health Innovation East placement and ConsoneAI/DioScor internship. Focused work is grouped with the experience that gave it context.

Experience overview

Broader experience

These pages set out the setting, my contribution, the work delivered and the judgement involved.

Academic research

Final-year project

Governance-aware health data science with cohort construction, ICD/HES-derived features, observability controls and model comparison.

83% dissertation
Project pipeline
Governance-aware

Commercial placement

Health Innovation East

One-year NHS-facing commercial health innovation placement across evidence, market intelligence, pathway fit and adoption reasoning.

One-year placement
Owned deliverables
NHS-facing innovation

Research internship

ConsoneAI / DioScor

High-level toxicology data mapping and structured data-preparation work in a dose-toxicity platform.

Six-week internship
Data mapping
Proprietary context

Focused work

Deliverables and methods

These pages cover focused pieces of work and link back to the experience in which they were developed.

Health Innovation East deliverable

AI Toolkit

Practical internal guidance-support material for advisory work, not formal regulatory or clinical-safety advice.

Authored toolkit
Governance guidance
Internal advisory

Health Innovation East method

Market intelligence

Market-analysis, competitor-landscape and horizon-scanning work shaped around evidence quality, pathway fit and commercial maturity.

Reusable decision support
Competitor matrices
CB Insights buildout