About Manuel
👋 ¡Hola! Soy un profesional especializado en arquitectura de soluciones de IA y sistemas agentic, con experiencia en el diseño y despliegue de soluciones escalables sobre entornos cloud como Google Cloud, Azure y AWS. Trabajo con tecnologías como LangGraph, LangChain y arquitecturas RAG híbridas para construir agentes inteligentes capaces de razonar, orquestar herramientas y automatizar procesos complejos de negocio.
Mi experiencia combina IA generativa, analítica de datos y despliegue de aplicaciones cloud-native utilizando servicios como BigQuery, Cloud Run, Vertex AI, Composer y entornos serverless. Además, participo en el diseño de pipelines de datos, integración de APIs, sistemas de evaluación de agentes y despliegue de soluciones productivas orientadas a negocio.
Si buscas transformar procesos mediante inteligencia artificial, automatización avanzada y arquitecturas modernas en cloud, estaré encantado de ayudarte a llevar tus soluciones al siguiente nivel. 🚀
Spanish
Native or bilingual
English
Fluent
Can work on-site
Madrid (up to 50km)
Experience
- JAKALA Spain & Latam S.LData Solutions Architect Senior AssociateSOFTWARE PUBLISHINGJanuary 2025 - Today (1 year and 5 months)Madrid, Spain• Development of RAG-based and multi-agent architectures, integrating enterprise knowledge, vector databases, and external APIs using orquestation frameworks such as LangChain, LangGraph, Langflow.• Deployment of production-grade AI solutions across multi-cloud environments (Google Cloud, AWS, Azure), ensuring scalable and reliable systems for enterprise use cases.Tech stack: Python · LangChain · LangGraph · RAG · Vector Databases · GCP · AWS · Azure · SQL · Git
- MAKING SCIENCEData Engineer & Automation for Marketing ServicesMay 2021 - Today (5 years and 1 month)Madrid, Spain- Creation and development of Machine Learning models for the optimization of paid media campaigns through Value Based Bidding strategies.- Data architecture development for advanced dashboards using Google BigQuery and Cloud Functions- Process automation research and development of Advance Marketing and IT solutions(Multi-Touch Attribution Models, Marketing Mix Modelling, Real-time AI Models...)- Pipeline generation and orchestration of Data Quality and Governance Processes
- MAKING SCIENCEData Tech ConsultantJanuary 2021 - May 2021 (4 months)Madrid, Spain- Technical solutions implementation for advanced client projects such as: Data Unification,Data Quality Process, Attribution Models, Advanced Analysis with BigQuery,Javascript Tags, Offline Measurements, Advanced Dashboarding.- Experience with BigQuery,Google Cloud Platform, Digital Analytics Tools, Dashboarding Tools, Tag Management Systems, Advance APIs.
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Education
- Máster en Ingeniería y Desarrollo de Soluciones de IA GenerativaUniversidad Francisco de Vitoria / EBIS2026
- Master of Big Data and Data AnalysisIMF Business School2020Master of Big Data and Data Analysis