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20 Apr – 17 Sept 2026

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Ignacio Villanueva

CEO

RAVENWITS

Madrid, Spain

3 profile visitsParticipant

CEO in Ravenwits. Full Professor of Mathematics in Universidad Complutense de Madrid. Expert in Machine Learning.

My organisation

RAVENWITS

RAVENWITS

SME / Start-Up / Spin-Off

Madrid, Spain

At Ravenwits, we are driven by the mission to transform the energy sector through advanced Artificial Intelligence. Born as a spin-off of Universidad Complutense de Madrid and Universidad Politécnica de Madrid, we combine academic excellence with industry-focused innovation. We harness state-of-the-art machine learning to deliver high-precision forecasting solutions across wind and solar generation, demand, and energy prices. Our proprietary renewable energy forecasting models are best-in-class in the market, consistently outperforming existing solutions and setting new industry benchmarks. Our team blends deep scientific expertise with hands-on industry experience, turning complex data into actionable insights that empower stakeholders to make smarter, faster, and more profitable decisions. We believe that technology is most impactful when it leads to measurable results — and our solutions deliver exactly that: enhanced operational efficiency, increased revenues, reduced imbalance costs, and a smoother integration of renewable energy into the grid. We are committed to shaping a cleaner and more intelligent energy ecosystem. Beyond forecasting, we help our clients optimize their market participation strategies, reduce financial risk, and unlock new business opportunities in a rapidly evolving energy landscape. Collaboration is at the heart of our work: we partner with utilities, energy traders, and innovative organizations to co-create solutions tailored to their needs. By joining forces with Ravenwits, our partners gain access to cutting-edge innovation, meaningful knowledge exchange, and a network that inspires sustainable growth and long-term success.
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About me

Social media

Interests

  • Machine Learning
  • AI
  • Renewable Energy
  • Defence
  • Mathematics

Additional questions

Region

Madrid Region (ES)

Marketplace (4)

  • Product

    Electric demand forecasting

    Accurate electricity consumption forecasting for different granularties, from single to many instalations and consumers, enabling smarter planning, procurement, and load management across any time horizon.

    Author

    Ignacio Villanueva

    CEO at RAVENWITS

    Madrid, Spain

  • Product

    BESS management optimization

    Intelligent battery energy storage optimization that maximizes revenue and/or usability and asset lifetime through AI-driven charge/discharge scheduling across energy markets and grid services.

    Author

    Ignacio Villanueva

    CEO at RAVENWITS

    Madrid, Spain

  • Expertise

    Deep Learning for Decision-Making & Image Processing

    Ravenwits offers proven expertise in deep learning applied to autonomous decision-making and image processing, with demonstrated deployment in critical infrastructure sectors and strong R&D foundations from top Spanish research universities.

    Author

    Ignacio Villanueva

    CEO at RAVENWITS

    Madrid, Spain