AI / Data Architect
15+ years turning business needs into end-to-end data platforms — now focused on deploying practical, monetizable AI inside organizations.
AI/Data Architect with 15+ years bridging business needs and end-to-end data platform delivery for large corporations and digital businesses, leading multiple parallel projects and multinational, multidisciplinary teams toward a common goal. From my technical roots at Oracle and SDG Group to founding my own practical knowledge lab: Mind. Over the last two years I've focused on what truly delivers impact: deploying practical, monetizable AI inside organizations.
I combine a solid technical background with a holistic, strategic view of the organization: scalable, AI-ready data architectures on serverless, cloud-native platforms, with a focus on governance, data democratization and agile delivery — so the business clearly sees the value.
| Clients | Projects | Years in data | Teams led |
|---|---|---|---|
| 20+ | 60+ | 15+ | 20+ |
Cloud & Infrastructure
Data Platforms & Warehousing
Ingestion, Transformation & Orchestration
Streaming & Big Data
AI / ML / LLM
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Business Intelligence & Governance
Dec 2025 – Present
Leading the data area and modernizing the stack to enable AI monetization and deployment across the organization (digital health / medical-process digitalization).
Founder & Product Manager — Mind One & Qontexta.ai
2025 – Present
End-to-end leadership of both AI & data products — from vision and product definition to development, launch and ongoing evolution.
2013 – Present
Mind is my own practical knowledge lab — my base for staying at the cutting edge, testing the newest solutions on the market and turning them into real ways to bring AI into organizations. 12+ years with full autonomy leading end-to-end data transformations across travel, banking, retail, hospitality and industry; in recent years, AI-ready architectures and real LLM adoption.
2011 – 2012
Defined data architectures from scratch in complex, multi-technology enterprise environments, and contributed to solution design and project sales.
2005 – 2010
Grew from intern to Senior Consultant on data engineering, data warehouse modelling and ETL development — the technical foundation of my career.
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Mahou San Miguel · FMCG · End-to-end Corporate Balanced Scorecard with 300+ KPIs across ~20 dashboards (OBIEE, SQL Server, Essbase). Reported to CIO and CFO. Result → From manual Excel to centralized, automated performance management. |
Schneider Electric · Finance, France · Collibra governance across ~60 systems (17 SAP ERP instances + SAP Central Finance). Result → Unified, automated P&L; governance conventions adopted org-wide. |
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Fergus Hotels · Hospitality · Company-wide AI deployment, piloting Claude across sales, finance and operations. Result → AI live in core areas, with AI-assisted decisions in everyday work. |
JumboDiset · Industrial · End-to-end DWH & BI from scratch: PostgreSQL, Jedox EPM, dbt, Power BI. Result → First centralized analytics foundation for the group. |
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Japan Tobacco International · FMCG · Global OBIEE BI rollout (TME) to 6,500+ users across Europe, US & SE Asia. Result → Corporate BI standardized across 3 continents, replacing legacy tools. |
Brico Depôt Iberia · Retail (Kingfisher) · Serverless big-data architecture on GCP + Power BI with ML over SAP HANA Cloud, Magento and SQL. Result → Forecasting, segmentation and optimized inventory in production. |
More projects — Mind / Freelance
- Jumbogroup · Industrial ·
2026— AI Architect. AI pilot in finance and sales combining Power BI + Claude + AI self-service. Result: finance & sales teams autonomous, far less manual reporting. - Marugal · Hospitality ·
2025/2026— Lead Data Solution Architect. Cloud DWH on BigQuery with end-to-end architecture across multiple source systems; BI on Qlik. Result: scalable, governed analytics foundation aligned with the cloud-migration strategy. - Hoteles Silken · Hospitality ·
2024/2025— AI Data Architect / Engineer. AI data stack from scratch on GCP; assistant with Claude + MCP over BigQuery for real-time pricing, auto-applied to the channel manager; MLOps for demand forecasting. Result: pricing applied in real time; data democratized via conversational AI. - Grupo Cursach · Leisure ·
2025— AI Architect / Data Engineer. Financial data lake on GCP; AI agent (Claude + MCP) for conversational treasury analysis. Result: treasury analyzed in natural language; Excel reports generated automatically. - Banque Misr Digital · Banking ·
2021— Big Data Solution Architect. Real-time platform on Cloudera with Kafka + Flink, Impala DWH and HBase/Phoenix. Result: real-time banking operations & analytics over 25 unified sources. - Travel Intelligence Engine · Travel ·
2019/2020— Data / AI Solution Architect. Real-time, event-driven ML recommendation platform on GCP (Pub/Sub, Cloud Functions, BigQuery). Deployed across World2Meet, Abreu, TUI & Yalago. Result: measurable conversion uplift and sub-second response in production. - World2Meet · Travel ·
2018/2019— Data Architect / Team Lead. Qlik Sense for Finance (SAP P&L), then Snowflake on Azure + dbt + Fivetran. Result: real-time financial insight with far less manual reporting. - Hotelbeds · Travel ·
2015/2017— Data Architect. Hortonworks Big Data platform integrating SAP, Oracle and operational systems, with QlikView as transversal BI. Result: consolidated end-to-end view of operations and finance. - Fergus Hotels · Hospitality ·
2015/2025— Data/AI Solution Architect. Earlier engagement: serverless GCP platform with Airflow/Composer MLOps for demand forecasting & pricing.
Early career — Oracle & SDG
Oracle Corp. Spain
- Caixa Penedés (Banking) — ETL Developer. Commercial DWH with a snowflake model for client-margin analysis (Oracle Warehouse Builder + Business Objects), later integrated into the bank's core system.
- Polaris World (Real Estate) — BI Developer. Financial consolidation & reporting DWH (Oracle DB + BI Publisher on eBusiness Suite).
- Department of Education (Government) — BI Solution Architect. Oracle BI for regional education data with a custom PL/SQL-in-Java security model for role-based access.
SDG Consulting
- Softonic (eCommerce) — Data Architect. First Big Data platform from scratch (Microsoft stack + Qlik + Pentaho).
- Abertis (Utilities) — DWH Architect. Corporate DWH (Oracle + ODI) with geospatial data modelling.
- LetsBonus.com (eCommerce) — BI/Data Architect. Corporate DWH in a Big Data environment (Oracle + Pentaho + QlikView); led a team of 4.
- Mitsubishi Electric (FMCG) — Data Architect. Financial DWH on SAP BW + Business Objects.
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AI & Machine Learning
Data & Analytics
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Leadership & Product
Business
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| Year | Credential | Issuer |
|---|---|---|
| 2001–2005 | Engineer in Computer Science (Business Management) | Universidad de Castilla-La Mancha |
| 2014 | Project Management Professional (PMP) | PMI |
| 2020 | Professional Scrum Master | Scrum.org |
| 2021 | Cloud Digital Leader |
Contact — ✉️ Email · 💬 WhatsApp