AI at the service of healthcare. Real challenges, real solutions.

Most clinical AI is high-risk under the EU AI Act: it needs risk management, data governance, technical documentation, logging, transparency, human oversight and accuracy and cybersecurity controls. After the Digital Omnibus (Regulation 2026/1744), stand-alone Annex III systems apply from 2 December 2027 and medical-device AI from 2 August 2028. I help teams prepare now.

The EHDS is the EU framework for the primary and secondary use of electronic health data across member states. I work with clinical data and clinical data interoperability, and I have deployed clinical management software with interoperability in a pilot clinic, where it is running and the clinical staff are very happy with it.

Yes. I deployed clinical management software with data interoperability in a pilot clinic. It is running and the clinical staff are delighted with it. I do not name the clinic or the product, but I can discuss the approach and lessons learned in a discovery call.

I go beyond accuracy: I compare outputs with reference results using reliability metrics (ICC, Cohen's Kappa, Spearman), set acceptance thresholds in a written specification before building, and document everything so the validation is reproducible and ready for review. The method is explained in detail on the blog.

It is the practice of stress-testing AI models with hard, purpose-built tasks to find where they fail. As an independent contractor for Mercor, I evaluate frontier language models on scientific reasoning in bioinformatics: I design experimental tasks and synthetic clinical datasets and analyse failure modes.

Every system I build follows GDPR by design and is architected for EU AI Act compliance (high-risk obligations now phase in from December 2027 and August 2028 after the Digital Omnibus). I have working knowledge of MDR, ISO 14155, and GCP-ICH, and I collaborate with specialized regulatory consultants when projects require deep compliance expertise.

I've worked directly on a multicenter cardiovascular clinical trial (AXIOM) at INCLIVA hospital, managing GCP-ICH compliance, regulatory documentation, and data quality across sites. I hold GCP-ICH and GCLP certifications. I have also worked on implementing ISO 27001 and ISO 42001, and I work directly with experts in the area.

Absolutely. I integrate with existing teams as a specialized AI consultant. I use standard tools (Git, Jira/Linear, Slack) and provide documentation and knowledge transfer. The Scale package specifically includes team training.

I am based in Valencia, Spain, and work with pharma, biotech and healthcare organisations remotely across Europe and the USA. I work in English and Spanish.

It starts with a 30-minute discovery call to understand your case. Pricing is custom and depends on scope; the Discovery, Build and Scale packages describe the typical shapes of an engagement.