Healthcare AI case studies

Real projects by Diego Muñoz Casinos in clinical data interoperability, LLM evaluation, multi-agent systems and bioinformatics.

Clinical management software with data interoperability

Deployed and running in a pilot clinic, with very positive qualitative feedback from the clinical staff

Frontier-LLM limits mapped in genomics, transcriptomics and epigenomics reasoning, with mitigation strategies

Multi-agent AI architectures, AI-integrated full-stack applications and EU AI Act compliance for the alliance

Orders sent by WhatsApp or the web arrive as clean orders, and nothing is served until a person approves it

Website and CRM developed for both companies

Automated pipeline for building and validating epidemiological dietary intake estimation tools

Production genomic pipeline for suppressor mutation analysis of thermosensitive separase-inactivating mutations

Automated reproducible proteomic pipeline → manuscript under review at PNAS (IF~12)

Multicenter cardiovascular trial under GCP-ICH & ISO 14155

48 concurrent workflows orchestrated autonomously