Freelancer profile translated to English.
Back to original languageAbout Manuel
👋 Hello! I am a professional specialized in AI and agentic systems architecture, with experience in designing and deploying scalable solutions on cloud environments like Google Cloud, Azure, and AWS. I work with technologies such as LangGraph, LangChain, and hybrid RAG architectures to build intelligent agents capable of reasoning, orchestrating tools, and automating complex business processes.
My experience combines generative AI, data analytics, and cloud-native application deployment using services like BigQuery, Cloud Run, Vertex AI, Composer, and serverless environments. Additionally, I am involved in designing data pipelines, API integration, agent evaluation systems, and deploying business-oriented production solutions.
If you are looking to transform processes through artificial intelligence, advanced automation, and modern cloud architectures, I would be delighted to help you take your solutions to the next level. 🚀
Spanish
Native or bilingual
English
Fluent
Can work on-site
Madrid (up to 50km)
Experience
- JAKALA Spain & Latam S.LSenior Associate Data Solutions ArchitectSOFTWARE 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 orchestration 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
- Master's Degree in Generative AI Solutions Engineering and DevelopmentUniversidad Francisco de Vitoria / EBIS2026
- Master of Big Data and Data AnalysisIMF Business School2020Master of Big Data and Data Analysis