Description

AI Consultant & Full-Stack Product Manager | Building up digital products through AI adoption, RAG architecture, and agile strategy.

My work bridges the gap between technical execution and strategic product goals, specifically focusing on the integration of AI into product roadmaps. I specialize in the strategic design and development of AI-powered solutions, including Multi-Agent Systems and RAG architecture, ensuring that technology serves both customer satisfaction and business efficiency.

My experience spans the entire lifecycle of digital product development: from customer discovery and market-fit validation to scaling SaaS, mobile, and voice platforms.

My approach to Product Management & AI Adoption:

Strategic Execution: Driving AI-powered customer support and automated decision-making by balancing data-driven experimentation with stakeholder priorities.
Engineering Foundation: Leveraging a strong background in Big Data and cloud infrastructure to architect reliable, scalable solutions.
Agile Leadership & Organizational Transformation: Applying frameworks such as Scrum @ Scale and SAFe to promote organizational agility and drive data-based decision-making across teams.
UX & Behavior-Driven Design: Using OKRs and design thinking to validate assumptions and align product development with user needs.

With a proven track record in industries like Insurance and Telecommunications, I collaborate with organizations to transform their product strategy—shifting from traditional development to intelligent, behavioral-based architecture.

Available for strategic projects or ongoing consultancy as an AI Consultant and Product Manager.

Industry field of expertise

Languages

English
Native or bilingual
Spanish
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

Stealth Startup
Full-Stack Product Manager - AI & Platform
DIGITAL AND IT
January 2025 - Today (1 year and 7 months)
Malaga, Spain
• Building and scaling cross-platform digital products (SaaS, Mobile, Voice, Social) end-to-end: from technical and cloud development to UX/UI design, customer discovery, product strategy, and market-fit validation
• Architected a production Multi-Agent System featuring debate logic, automated moderation, and semantic search. Optimized cost and latency ensuring reliability through evaluation harnesses and HITL observability.
Product Development Product management AI Agent Customer Journey Product Launch Strategy
Schneider Electric
Principal Product Manager
ENERGY AND UTILITIES
January 2024 - February 2025 (1 year and 1 month)
Barcelona, Spain
• Led the strategic execution of an AI-powered customer support agent, ensuring customer care agents can efficiently resolve issues while aligning with business goals and internal stakeholders’ priorities.
• Delivered RAG architecture integration, leveraging historical data and documentation. I focused on balancing feedback and data-driven experimentation to drive productivity and customer satisfaction globally.
customer success Product management AI Agent artificial intelligence AI Automation
Friday Insurance
Product Owner
BANKING AND INSURANCE
January 2023 - September 2023 (8 months)
Berlin, Germany
• Led a cross-functional team of product designers and developers to maintain and enhance a customer portal and multiple claims funnels, optimizing internal processes and boosting customer satisfaction.
• Collaborated with the team, applying design thinking principles to leverage user research for discovering and validating assumptions. Used OKRs framework to align product strategy with users needs.
Product management insurance automation product owner OKR