Description

Software Architect and independent consultant specialized in cloud architecture, systems integration, and applied artificial intelligence.

I bring over 15 years of experience designing and leading complex solutions in enterprise environments, with a growing focus on AI architectures, LLM-based systems, MLOps, and data governance.

I support organizations in defining and evolving robust, scalable technical architectures aligned with business objectives, acting as a bridge between technical teams and decision-makers.

I have worked in high-complexity contexts (corporate environments, multiple stakeholders, critical integrations), contributing architectural judgment, critical thinking, and genuine autonomy.

I currently collaborate on projects involving:

cloud and hybrid solution architecture,

design and integration of AI-based systems,

technical evaluation, advisory, and team enablement.

I work in a professional consulting model, focused on outcomes and long-term technical sustainability.

Languages

Spanish
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Madrid (up to 50km)

Self Employed
AI Architect & Software Architecture Specialist
August 2024 - Today (1 year and 10 months)
Design of LLM integration patterns in Azure/.NET architectures, including secure retrieval layers, context-control components, and LangChain-based orchestration.

Development of end-to-end RAG pipelines: semantic indexing, structured retrieval, grounding evaluation, and reproducible context-traceability.

Implementation of LLMOps/MLOps practices: model packaging, automated deployment on Azure AI/Azure ML, monitoring of data/model drift, and governance of ML artifacts.

Applied research on generative model evaluation: deterministic generation setup, toxicity measurement with HONEST-ES, and confirmatory statistical analysis (bootstrap and permutation).

Technical advisory for AI adoption strategies: use-case qualification, target
Cloud Architecture (Azure) Technical Advisory AI Architecture Solution Design Technical Leadership
Spaulding Ridge
Technical Lead (Dev & Systems)
TECH
September 2023 - August 2024 (11 months)
Technical leadership and architecture design for complex enterprise integration projects within HR and financial domains.

Responsible for defining end-to-end integration architectures, ensuring regulatory compliance (GDPR and local legal requirements), and standardizing decision-making processes across cross-functional teams.

Introduced design-first and DevOps practices to improve traceability, delivery quality, and alignment in multi-stakeholder, enterprise environments.
Software Architecture System Integration Architecture Governance HR process automation Cloud Architecture (Azure)
MuleSoft (Salesforce)
MuleSoft Integration Architect
May 2022 - August 2023 (1 year and 3 months)
Architecture and advisory role focused on API-led integration strategies and secure enterprise architectures.

Provided guidance to technical teams and senior stakeholders on integration roadmaps, governance models, and alignment between business objectives and technical platforms across cloud environments.

Contributed to the definition and evaluation of distributed system architectures in multi-cloud contexts.
API-Led integration architecture API & Microservices Design Technical Advisory Enterprise Integration Architecture Review