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Diego Muñoz CasinosDM

Diego Muñoz Casinos

Healthcare AI Architect | LLM Agents & EU AI Act C

€450/day
Valencia, ES
3-7 years

Average response time: 1 hour

About Diego

I design and deploy AI systems for healthcare and pharma companies — from multi-agent architectures to regulatory-compliant LLM solutions.

What I build:
→ AI agents for clinical operations (document processing, pharmacovigilance, trial support)
→ LLM-powered platforms with EU AI Act & GxP compliance built-in
→ Custom AI assistants using Claude/Anthropic, OpenAI, and open-source models
→ Automated pipelines that reduce manual review time by 60%+

Why me:
✓ Biomedical background (MSc Bioinformatics & AI in Health, 9.51/10 GPA)
✓ Hands-on clinical trials experience (GCP/ISO 14155, AXIOM-INCLIVA)
✓ I speak both "AI engineer" and "regulatory affairs" — rare combination
✓ Currently building AI solutions for healthcare associations and pharma startups

Tech stack: Python, Claude API/Anthropic SDK, LangChain, Next.js, AWS, N8N, RAG architectures, vector databases, multi-agent systems.

Ideal for: Pharma companies needing AI integration with regulatory compliance, healthtech startups building AI-powered products, CROs automating clinical operations, and healthcare organizations modernizing with AI.
  • Spanish

    Native or bilingual

  • English

    Fluent

Can work on-site
Valencia (up to 50km)

Experience

  • Freelancer
    Healthcare AI Architect
    April 2026 - Today (2 months)
    Valencia, Spain
    - Designing and deploying multi-agent AI systems for healthcare organizations
    - Built AI avatar platform for healthcare association (EMHA), full project from architecture to deployment
    - Developed regulatory-compliant AI tools
    - Created SaaS products
    - Tech stack: Claude/Anthropic SDK, Python, Next.js, AWS, N8N, RAG, vector databases

    Website: diegomcs.com
    Artificial intelligence engineering
  • AXIOM international - INCLIVA
    Clinical Trials Field Engineer
    MEDICAL
    August 2025 - Today (10 months)
    Valencia, Spain
    Supporting multi-center clinical trial for advanced medical device
    implementation in cardiovascular applications
    Managing automated fluid removal system with integrated data monitoring
    and control software
    Device operations: activation, parameter optimization, software-based
    therapy control, maintenance, and troubleshooting
    Conducting patient home visits for device training, therapy adjustment, and
    technical support
    On-call technical support for scheduled and unscheduled visits
    Clinical data management: software-based data uploading, quality control,
    and documentation
    Completed intensive sponsor training on device technology and clinical
    protocols
    Logistics coordination: device inventory, distribution, and compliance
    documentation
    Collaborating with CRAs, clinical coordinators, sponsors, and regulatory
    agencies
    Ensuring GCP and ISO 14155 compliance for medical device trials
    Medical Devices Clinical Trials Medical software International teamwork Regulation
  • Faculty of Medicine of Valencia: Laboratory of Autophagy and Onconutrition
    Bioinformatics Assistant (extracurricular practices)
    RESEARCH
    March 2025 - November 2025 (8 months)
    Valencia, Spain
    Multiomic analysis (R | Bash) including transcriptomics, epigenomics
    and proteomics
    VII Cancer Genomics with Bash course - University of Oviedo certificate
    Kaplan-Meier survival analysis with The Cancer Genome Atlas RNA-seq
    data
    Researching and presentations
    N8N automations
    Oncology and Aging researching
    Laboratory webpage design
    Bash scripting R programming Workflow automation Oncology Multi-omics anlaysis

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Education

  • Master in Bioinformatics and Artificial Intelligence applied to Healt
    European University of Valencia Health Sciences Faculty | November2024-November2025
    2025
    Advanced master's program focused on computational biology, machine learning algorithms for healthcare, and clinical data analysis. Graduated with honors (GPA 9.51/10). Specialized coursework in multi-omics integration, biostatistics, and AI applications in precision medicine.
  • Master in Food Development & Innovation
    Universitat d' Barcelona
    2023
    Master in Food Development & Innovation

Skill set

Categories