About Carlos
- Fractional CIO / Technical leadership
- Cloud & security architecture reviews
- Platform modernization and reliability
- DevSecOps and Kubernetes foundations
- AI infrastructure and MLOps governance
Spanish
Native or bilingual
English
Fluent
French
Fluent
Experience
- HeuristikFractional CIO / Cloud & Security ArchitectBIOTECHJune 2023 - January 2026 (2 years and 7 months)Bilbao, Spain
Mission
Joined as Fractional CIO to design and govern the cloud, security, and AI infrastructure of a biometric AI healthcare platform transitioning to production and scale.Key contributions
- Designed and governed a multi-cloud architecture (AWS & GCP) with security-by-design and DevSecOps practices.
- Defined cloud security architecture, identity and access models, and compliance-aligned controls for a healthcare environment.
- Led technical decisions around AI model deployment, inference workflows, and platform reliability.
- Acted as technical counterpart to founders and executives, aligning infrastructure, security, and business constraints.
Outcome
- Production-ready, auditable platform aligned with healthcare compliance requirements.
- Clear technical governance enabling safe growth and investor confidence.
- Airborne Studio / ContentCalAI LLM Engineer & Backend ArchitectSOCIAL NETWORKSJune 2021 - June 2022 (1 year)London, United Kingdom
Mission
Designed and delivered AI-driven backend services to power an AI content intelligence product later integrated into ContentCal’s core offering.Key contributions
- Designed and implemented LLM-based pipelines (early GPT-3, NLP) for persona-driven and platform-specific content generation.
- Built scalable backend services using FastAPI, Docker, and Kubernetes.
- Developed prompt engineering and few-shot learning workflows to adapt tone, industry, and audience context.
- Worked closely with product and business teams to translate AI capabilities into real product value.
Outcome
- AI features became part of ContentCal’s core product.
- Contributed to product differentiation and later acquisition by Adobe.
- Boreal (Legal & Civic-Tech AI)AI / Platform & DevOps ArchitectLEGALOctober 2024 - Today (1 year and 8 months)Madrid, Spain
Mission
Designed the technical foundations of an AI-based legal platform, from early PoC to production-oriented architecture.Key contributions
- Designed cloud infrastructure and DevOps foundations for a legal-tech AI platform.
- Implemented LLM-based workflows using Retrieval-Augmented Generation (RAG) for legal text generation and validation.
- Focused on traceability, auditability, and controlled AI outputs suitable for legal contexts.
- Defined architecture patterns for secure AI deployment and future scalability.
Outcome
- Solid PoC-to-MVP foundations for a regulated AI product.
- Demonstrated viable architecture for trustworthy LLM-based legal workflows.
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Education
- MSc in Artificial IntelligenceUniversidad Internacional de La Rioja2021
- Computer EngineeringUniversidad Pontificia de Salamanca2016