Introduction
“With over 8 years in the game, I've moved from Big Data engineering to leading Agile transformations and building AI solutions.
Currently, I'm deep in the world of Agentic AI where I'm architecting systems that can debate, moderate themselves, and solve complex problems autonomously.
I've led teams across Spain, Germany, Ireland, and Colombia, helping everyone from startups to global giants turn data into solutions. My approach combines strategic planning with hands-on leadership, ensuring that initiatives are executed on time and generate measurable impact.”
Experience
Stratio
2015Big Data Engineer
Madrid
BBVA
2017Big Data Engineer
Madrid
Stratio
2017Big Data Engineer
Bogotá
Telefónica
2019Scrum & Agile Coach
Bogotá
Axonista
2020Scrum & Agile Coach
Dublin
Friday
2021Scrum & Agile Coach
Berlin
Schneider Electric
2024Product Management
Barcelona
Stealth Startup
2025Málaga
Stealth Startup
Full-Stack Product Manager - AI & Platform
Málaga, Spain
2025 - Present
- • 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.
Stealth Startup
2025 - Present
Full-Stack Product Manager - AI & Platform
- • 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.
Schneider Electric
Principal Product Manager
Barcelona, Spain
January 2024, February 2025
- • 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.
Schneider Electric
January 2024, February 2025
Principal Product Manager
- • 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.
Friday Insurance
Product Owner
Berlin, Germany
January 2023, September 2023
- • 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.
Friday Insurance
January 2023, September 2023
Product Owner
- • 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.
Friday Insurance
Scrum Master & Agile Coach
Berlin, Germany
April 2021, December 2022
- • Achieved Agile transformations across multiple departments, including HR, Tech Teams and Marketing, promoting organization-wide Agile adoption under Scrum @ Scale Framework.
- • Fostered teamwork, eliminated barriers and introduced department-specific Agile metrics for data-based decision-making, resulting in improved team performance and agility.
Friday Insurance
April 2021, December 2022
Scrum Master & Agile Coach
- • Achieved Agile transformations across multiple departments, including HR, Tech Teams and Marketing, promoting organization-wide Agile adoption under Scrum @ Scale Framework.
- • Fostered teamwork, eliminated barriers and introduced department-specific Agile metrics for data-based decision-making, resulting in improved team performance and agility.
Axonista
Scrum Master
Dublin, Ireland
March 2020, February 2021
- • Facilitated Agile practices across multi-platform development teams (Android, iOS, Roku, FireTV, tvOS, web) and QA while transitioning company methodology from Waterfall to Agile.
Axonista
March 2020, February 2021
Scrum Master
- • Facilitated Agile practices across multi-platform development teams (Android, iOS, Roku, FireTV, tvOS, web) and QA while transitioning company methodology from Waterfall to Agile.
Telefónica
Big Data Engineer & Scrum Master
Bogotá, Colombia
June 2019, December 2019
- • Introduced the Agile mindset to the BI department, while serving as Scrum Master for a team of nine individuals operating under the SAFe framework.
- • Implemented a Big Data project for Telefonica's 4th platform (global IoT solution) to boost revenue via data analytics in Networks, Marketing, B2B and B2C.
Telefónica
June 2019, December 2019
Big Data Engineer & Scrum Master
- • Introduced the Agile mindset to the BI department, while serving as Scrum Master for a team of nine individuals operating under the SAFe framework.
- • Implemented a Big Data project for Telefonica's 4th platform (global IoT solution) to boost revenue via data analytics in Networks, Marketing, B2B and B2C.
Stratio Big Data
Big Data Engineer
Bogotá, Colombia
August 2017, February 2019
- • Served as technical manager presenting Stratio products to companies exploring digital transformation and established and managed the Bogotá headquarters, including the training and development of team members.
- • Led Big Data platform implementation for insurance client including softwared design, business process analysis and standardized ETL solution development.
Stratio Big Data
August 2017, February 2019
Big Data Engineer
- • Served as technical manager presenting Stratio products to companies exploring digital transformation and established and managed the Bogotá headquarters, including the training and development of team members.
- • Led Big Data platform implementation for insurance client including softwared design, business process analysis and standardized ETL solution development.
BBVA
Big Data Developer
Madrid, Spain
January 2017, August 2019
- • Maintained and enhanced Big Data platform originally developed by Stratio, ensuring system reliability and implementing new features using Spark (Scala), Hadoop (HDFS) and Neo4j.
- • Trained office team members on Neo4j graph database tool and best practices, enabling data analysis capabilities across the organization.
BBVA
January 2017, August 2019
Big Data Developer
- • Maintained and enhanced Big Data platform originally developed by Stratio, ensuring system reliability and implementing new features using Spark (Scala), Hadoop (HDFS) and Neo4j.
- • Trained office team members on Neo4j graph database tool and best practices, enabling data analysis capabilities across the organization.
Stratio Big Data
Junior Big Data Developer
Madrid, Spain
February 2015, March 2016
- • Developed and maintained database connectors for multiple systems, primarily MongoDB, while building expertise in Java and Scala programming.
- • Delivered technical training to client companies on Stratio platform implementation and usage, supporting successful adoption and integration.
Stratio Big Data
February 2015, March 2016
Junior Big Data Developer
- • Developed and maintained database connectors for multiple systems, primarily MongoDB, while building expertise in Java and Scala programming.
- • Delivered technical training to client companies on Stratio platform implementation and usage, supporting successful adoption and integration.
Education
Madrid - Spain
October 2011, December 2016
Bachelor's degree in Engineering Technology and Telecommunication Services
Universidad Politécnica de Madrid
How I Work
Discovery & Research: Figuring out the ''Why''
I conduct thorough research to understand business goals, target audience, and competitive landscape. This foundation ensures every decision is data-driven.
Strategic Planning: Mapping the Path
Based on insights gathered, I develop a comprehensive strategy that aligns with company objectives and creates a clear roadmap for execution with measurable success.
Design & Development: Building for Real People
This is where my ''Full-Stack'' side comes in. I guide the creation of tools that solves real user pains, focusing on making complex AI feel simple and scalable for the end-user.
Implementation & Delivery: Shipping and Learning
Execution is about precision and communication. I keep things moving, ensuring we hit our deadlines without sacrificing quality, using ''Human-In-The-Loop'' observability to keep making the product better after it's live.