Portfolio
Open-source work spanning AI tooling, FAIR data, health data engineering, and researcher education. All code is publicly available on GitHub.
Open Training Materials
Hands-on open training materials for researchers - covering CI/CD, APIs, data pipelines, and Python packaging. Includes a Carpentries-style course on Python Packaging with Pixi.
datafairwatch
Automated FAIR compliance assessment for dataset metadata. Combines deterministic rule checks, external validator APIs, SHACL structural validation, and AI-powered synthesis into a single pipeline. Built with Claude API (Anthropic).
Health Metadata Hub
EHDS-aligned health metadata catalog - harvest, validate, browse, and publish HealthDCAT-AP metadata from European FAIR Data Points. Supports EHDS compliance for health data holders.
RepoAnalyser
Research software analysis dashboard - browse repositories, analyse licenses, assess data quality, explore clusters, and visualise gaps across a research software ecosystem. Work in progress.
Mid-Life Career Bridge
A platform for expats rebuilding careers - a safe space for professional transitions, community support, and navigating mid-career change in a new country. Early stage concept, building when time and interest allows.
QRURLs
Generate QR codes and shorten URLs - powered by open source services. Available as a Streamlit app and installable as a Python package via PyPI.
Have a similar challenge?
Most of these projects started as a real problem someone needed solving. If you have a data or AI challenge, get in touch to discuss it further.