Portfolio - RAG Chatbot
Personal Project · Builder · 2025
Built a full-stack AI chatbot from scratch to demonstrate that I don't just spec AI products—I build them.

Senior Product Manager | B2B SaaS | Scaling Products & Teams
Product leader with 6+ years building and launching digital products in SaaS, energy tech, sustainability and gaming. I combine engineering background with hands-on product execution and user-centric design, leveraging AI tools to accelerate product development. Proven track record scaling teams, growing revenue, and delivering from zero-to-one and scale-up environments.
I prefer to be hands-on where it helps. Beyond defining strategy, aligning stakeholders, and representing the customer, that means writing my own queries when I need data, building prototypes to test assumptions, and lately, creating AI agents to automate processes that would otherwise take up too much of the team's time. I approach products with a P&L mindset, focused on what actually moves the needle. And I try to lead teams by giving them clarity and the right tools, not more meetings.
Location-based mobile game startup
Founder & Product Lead
Sep 2024 - Present | Madrid, Spain
Founded a mobile game startup, owning the full product lifecycle. Led product strategy, user research, and rapid iteration cycles. Built and shipped cross-platform app integrating AI tools. Achieved 50% D1, 35% D7, 12% D30 retention through data-driven optimization.
Independent consulting for sustainability startups
Product Development Consultant
Dec 2023 - Present | Madrid, Spain
Providing product strategy for sustainability-focused companies. Interim Product Lead at Ecometro, building the product team and preparing the product for market. Consulted for Imageryst, adapting their technology to renewables and delivering product and go-to-market strategy.
B2B SaaS platform for energy storage optimization
Product Manager
May 2022 - Dec 2023 | Amsterdam, Netherlands
Led product strategy, requirements and UX for a B2B energy SaaS platform. Delivered onboarding, dashboards, workflows and a complete UX revamp, enabling adoption by new enterprise clients. Contributed to 2x YoY revenue growth.
B2B SaaS for solar plant design
Product Manager
Feb 2019 - May 2022 | Madrid, Spain
Led the product team for B2B software that grew revenue 10x in 3 years. Expanded team from 2 to 30+ developers, establishing product processes. Collaborated closely with engineering, design, sales, marketing, clients and founders.
Nov 2018 - Dec 2019 | South America
After realizing traditional project management wasn't my path, I took a deliberate pause to explore what I truly wanted. Traveled through South America while studying programming and software development. This transition led me to Madrid's startup ecosystem and redirected my career toward product management.
Utility-scale solar energy developer
Project Manager
Mar 2015 - Oct 2017 | South America & India
Managed construction of solar plants totaling 100 MWp across Chile, Uruguay, and Telangana, India. Coordinated cross-functional teams, managed stakeholders, and delivered complex projects on time. This experience built the foundation for my transition into product management.
Mario demonstrated great skills in product management. He showed strong managing skills in our product team, helping our company grow from an early startup stage with few developers to a scale-up phase with multiple product teams. He is a valuable asset and I am confident he will exceed your expectations.
Miguel Ángel Torrero
Co-founder at RatedPower
VP at Enverus