09/11/2026 updated
100 % available
Senior AI & Data Product Manager | GenAI, RAG, Data Products | 10+ yrs | EN/FR/ES
Huelva, Spain
Worldwide
BSc Telecommunications EngineeringAbout me
Senior AI & Data Product Manager (10+ yrs) turning AI/ML into products with measurable impact - EUR 9.6M+ of validated business case at Siemens Energy. From discovery and roadmap to hands-on GenAI/RAG delivery. Sectors: energy, telecom, aviation, rail. Available now. Fluent EN/FR/ES.
Artificial IntelligenceData ManagementProduct Lifecycle ManagementMachine LearningProduct Data ManagementProduct ManagementSoftware Product ManagementGrafanaPrompt EngineeringAWS Data AnalyticsApi Management
AI & Data Product Management
Expertise in LLM applications, GenAI, AI Agents, RAG, machine learning use-case definition, AI product discovery, model evaluation, experimentation, prompt engineering, deployment and monitoring, as well as data analytics across industrial and commercial environments.
Product Management
Strong command of product strategy and vision, product discovery, roadmap management, backlog prioritisation, MVP validation, experimentation, product analytics and KPIs, OKRs, stakeholder management, and Agile/Scrum methodologies.
Data & Analytics
Hands-on experience with SQL, Snowflake, Power BI, Grafana, data modelling, data pipelines, business intelligence, and data-driven decision making to support product and operational goals.
Cloud & Build (AWS)
Practical knowledge of AWS cloud architecture, system integrations and APIs, enabling the design and deployment of scalable AI and data products in production environments.
Rapid Prototyping & AI-Assisted Development
Ability to rapidly prototype and iterate AI product concepts using modern tools such as Cursor, Claude Code and Lovable, enabling faster product delivery with minimal engineering overhead.
Cross-Functional Team Leadership
Proven track record of directing cross-functional teams comprising data scientists, ML engineers, software engineers, architects and UX designers across Europe and the US.
Agile & Scrum Delivery
Certified Professional Scrum Product Owner (PSPO I) and Professional Scrum Master (PSM I), with extensive experience leading agile squads and driving iterative product delivery improvements.
UX Collaboration & Figma
Experience collaborating with UX designers using Figma to ensure user-centred product design and seamless integration of user experience into product development cycles.
Project Management
Certified Project Management Professional (PMP) with experience managing large-scale technology programmes across rail, public-sector, telecom and energy environments.
Expertise in LLM applications, GenAI, AI Agents, RAG, machine learning use-case definition, AI product discovery, model evaluation, experimentation, prompt engineering, deployment and monitoring, as well as data analytics across industrial and commercial environments.
Product Management
Strong command of product strategy and vision, product discovery, roadmap management, backlog prioritisation, MVP validation, experimentation, product analytics and KPIs, OKRs, stakeholder management, and Agile/Scrum methodologies.
Data & Analytics
Hands-on experience with SQL, Snowflake, Power BI, Grafana, data modelling, data pipelines, business intelligence, and data-driven decision making to support product and operational goals.
Cloud & Build (AWS)
Practical knowledge of AWS cloud architecture, system integrations and APIs, enabling the design and deployment of scalable AI and data products in production environments.
Rapid Prototyping & AI-Assisted Development
Ability to rapidly prototype and iterate AI product concepts using modern tools such as Cursor, Claude Code and Lovable, enabling faster product delivery with minimal engineering overhead.
Cross-Functional Team Leadership
Proven track record of directing cross-functional teams comprising data scientists, ML engineers, software engineers, architects and UX designers across Europe and the US.
Agile & Scrum Delivery
Certified Professional Scrum Product Owner (PSPO I) and Professional Scrum Master (PSM I), with extensive experience leading agile squads and driving iterative product delivery improvements.
UX Collaboration & Figma
Experience collaborating with UX designers using Figma to ensure user-centred product design and seamless integration of user experience into product development cycles.
Project Management
Certified Project Management Professional (PMP) with experience managing large-scale technology programmes across rail, public-sector, telecom and energy environments.
Experience
Professional experience10+ years
Freelancer since2023
Languages
EnglishFluentFrenchFluentSpanishNative speaker
Project history
Own consulting practice in AI-based automation and data products, remote from Spain. The two systems below are in production with real users. TAX RECORD BOOKS AUTOMATION: document-extraction system for an accounting firm and its clients, producing the statutory record books filed with the Spanish tax authority. LLM-based visual extraction with a deterministic rules engine behind it - the model reads, the engine decides. Nothing is filed without human review: the interface separates what the model read from what it inferred, and every line traces back to its source document. Enforces the tax authority's 98 official validation rules, and every submission is checked against the authority's own system until it returns zero errors. After each engine change, 243 real invoices are reprocessed and the output must come out identical. OPERATIONS & ANALYTICS SYSTEM: the data model behind a services business's whole operating cycle - 19 linked entities - plus profitability analysis by employee and by service line, built in Python. Identified 24 of 119 service lines operating at negative net margin, with the costing methodology and the exclusions both declared.
Led the strategy, discovery and delivery of a portfolio of AI and data products for the Siemens Energy Blades & Vanes plant in Tampa, Florida (contract via Remobi, UK). Directed cross-functional teams of data scientists, ML engineers, software engineers, architects and UX designers across Europe and the US. Products were released to production through the plant's four-gate corporate governance process. Products led: Visual Factory (factory-twin product; quantified EUR 7M of working capital released by cutting one month from a six-month lead time, worth ~EUR 600K a year in lower capital cost), Predictive Maintenance (anomaly-detection product on IoT data and AWS; EUR 250K in validated annual savings, plus EUR 3.4M of shipment value quantified as blocked by furnace capacity limits), NDE 4.0 (quality and scrap-reduction analytics integrating MES and production data; EUR 2M business case) and Factory Data Platform (factory-wide platform unifying IoT, maintenance and production data into AWS and Snowflake).
Led an agile squad delivering loyalty products on iberia.es (contract via Panel Sistemas), owning product vision, roadmap and backlog prioritisation while aligning business and technical stakeholders. Regala Oro (points gifting): owned the product end to end - user flows, the full gifting lifecycle with its expiry rules, and integration across nine systems. Turnaround went from 24-48 hours to immediate, removing seven manual steps. Audited the squad's 17 ceremonies, quantified their cost at nine hours per week per product owner, and redesigned the operating model - proposed, negotiated and adopted.
Certificates
Digital Product Management
Thiga Academy2025
Product Management Mentorship
Exalt2025
Project Management Professional (PMP)
Project Management Institute (PMI)2024
AI Practitioner and Python
Akkodis2024
Professional Scrum Product Owner I (PSPO I)
Scrum.org2023
Professional Scrum Master I (PSM I)
Scrum.org2023