Selected work
Selected work
Shipped products, applied research and consulting-grade analysis. Each is here because it demonstrates something a client engagement needs.
FitTools
A live, public health and fitness platform: 43 calculators, a gym tracker and a food diary, with every formula cited to its published source.
- Building and operating a product end to end
- SEO architecture
- Health content cited to peer-reviewed research
- Product decisions held to an evidence rule
Diabetic foot ulcer patch classification
Does a classifier trained on photographs from one source still work on photographs from another? It does not, and the direction of failure flips depending on which way you cross.
- Cross-source evaluation design
- Data provenance auditing
- Calibration and operating point analysis
- Negative controls and rejected alternatives
- Reproducible experiment scripting in PyTorch
WaitWise
An AI clinical decision support concept for NHS elective surgery prioritisation, designed with Rajdeep Kundu during the MSc: multimodal machine learning with explainability, governance and a phased route into the NHS.
- ML system design: BioBERT note embeddings fused with XGBoost, explained with SHAP
- NHS governance literacy: NICE ESF, UK MDR, equity audits, drift monitoring
- Choosing methods on explainability and governance, not just accuracy
- Presenting technical work to a mixed clinical and commercial audience
InfectiPatch
An investor-style pitch and scientific poster for a microneedle biosensor patch that monitors post-surgical infection through interstitial-fluid biomarkers.
- Framing a biotech concept as an investable proposition
- Market sizing, revenue modelling and route to market
- Regulatory and evidence planning for a connected medical device
- Scientific communication for investors and for a technical audience
Next step
Discuss a project like these.
Want to talk about a role, a project or any of the work here? Get in touch and I will reply within a working day.
Available from September 2026 for full-time roles and selected freelance projects.