Current direction
This page tracks what I am actively sharpening now covering where I am moving, what questions I keep returning to and how my strongest evidence connects to the next stage of work.
Last updated 19 June 2026
Present tense
Rather than listing everything I could do, this page highlights the strands I am actively deepening because they best connect to my experience and the work I want to keep doing.
Making the final-year project easier to evaluate from cohort logic, ICD/HES-derived features, observability controls, model comparison and clear limits around clinical interpretation. I want to find a reproducible approach to sparse data-handling that the reality of clinical coding and rare disease could benefit from
Pushing the final-year project logic further into methods thinking for sparse data, study-design support, measurement prioritisation and disciplined hypothesis generation.
Continuing the translation work between regulation, evidence standards, clinical safety, information governance and the practical questions that shape adoption conversations.
Keeping the Health Innovation East and AI/MedTech governance work visible while making sure the scientific and data-analysis foundation remains the first signal.
Questions
These are the recurring questions behind my work, because answering solves the tension that is found between scientific evidence, method design and practical healthcare judgement.
Direction
I am moving toward early-career roles where biomedical evidence has to be interpreted, challenged and translated into strategic, governance-aware or research-grounded action.
In practice this means roles concerned with biomedical evidence, genomics or health data, applied analytics, healthcare innovation, evidence synthesis and AI/MedTech governance. The through-line is the kind of problem: messy evidence, real constraints and a decision that still has to be made properly.
Recent movement
Selective profile and portfolio updates, written for people reading the work and tracking how the public evidence is developing.
My First Class status in Biomedical Science is now confirmed and the portfolio now gives the final-year genomics-linked health data project a stronger public route, including a cleaned pipeline representation and selected documents.
Open related pageThe homepage now gives a clearer first route through my strongest healthcare innovation evidence, current direction and contact details for professional conversations.
Open related pageThe case-study section now brings together my Health Innovation East placement, AI/MedTech toolkit work, market intelligence, final-year research and toxicology data-mapping experience.
Open related pageMy projects page now makes the link between rare-disease research limits, weak-signal judgement and future interest in biologically informed evidence methods clearer for readers.
Open related pageNext routes
Use this page to understand my current focus, then return to the strongest evidence and the rest of the site.
The strongest route into my genomics-linked health data work, model comparison and governance-aware interpretation.
DocumentsOpen the general CV, dissertation overview and protected transcript access route.
ConversationUse the contact page for role scope, location and the best way to start a conversation.