I’ve spent more than 20 years as an independent consultant to life sciences companies, specialising in GxP compliance and computer/software validation across MENA, APAC and Europe. During that time I’ve managed vendors and led the implementation of process equipment and integrated software against FDA, EU and local regulations, including overseeing compliance activities so that systems were ready to support regulatory inspections.

As AI began to reshape healthcare, I completed an MSc in Data Science & Artificial Intelligence and moved into AI‑in‑healthcare projects and research, including explainable AI in dementia. My dissertation was reviewed by an academic panel at the University of London, and the full research paper and code are available on my GitHub.

HealthyData.Science grew out of that work: a practical, vendor‑neutral resource to help healthcare and quality leaders evaluate real AI and digital tools—not just marketing claims.

I also collaborate with a network of GxP and healthcare AI specialists, ensuring you get expert perspectives tailored to your specific clinical or technical workflow