Who I Am
I'm a Senior AI Engineer at GRUP MEDIAPRO, passionate about building applications that bring cutting-edge research into production systems.
My work spans generative AI, deep learning, 3D reconstruction, and large language models. I hold a PhD from the University of the Basque Country, where I researched collaborative, multi-user augmented reality experiences for education (defense slides).
I have worked in Italy, Germany, and Spain at both research institutions and software companies — from start-ups to large consulting firms. Along the way I picked up four foreign languages and a good number of programming ones too.
I'm driven by curiosity, collaboration, and passion. I believe that through our work and actions, especially now that AI is becoming increasingly pervasive, we should try to make the world a better place, one small step at a time.
What I Work On
Generative AI & LLMs
Designing and deploying GenAI solutions — from RAG pipelines to fine-tuned models — for production use cases in media, banking, and energy.
Generative AI & LLMs
I've built RAG systems, agentic pipelines, and fine-tuned language and diffusion models across several industry projects. Stack: PyTorch · Hugging Face · LangChain · Azure OpenAI · Diffusers
Computer Vision & Deep Learning
Object detection, semantic segmentation, video understanding, and multi-modal perception. Building systems that help machines see and interpret the visual world.
Computer Vision & Deep Learning
I've worked on detection pipelines, scene understanding, and 3D reconstruction from video, taking models from research to production. Stack: PyTorch · OpenCV · CUDA · NeRF · Gaussian Splatting
Augmented Reality for Education
PhD research on collaborative, multi-user XR experiences that make learning more immersive and effective — from architecture design to large-scale pilots.
Multi-modal Media Analysis
Combining audio, video, and text signals for applications such as speaker diarisation, audience engagement measurement, and video lecture segmentation.
Multi-modal Media Analysis
I've built systems that combine audio, video, and text to extract structure and meaning from media content. Stack: PyTorch · Transformers · librosa · OpenCV
Video Understanding
End-to-end pipelines for lecture and conference video classification, topic visualisation, and automatic annotation of large audiovisual corpora.
Interactive & Collaborative Systems
Designing interoperable architectures for multi-user real-time experiences, interactive broadcast/broadband services, and connected media ecosystems.
Interactive & Collaborative Systems
I've designed real-time architectures for multi-user experiences that work across heterogeneous devices and platforms. Stack: WebRTC · WebSockets · WebXR
Expertise
Technologies and domains I work with daily.
Selected Work
The three papers below describe the core of my PhD research.
Things I’ve Built
Here are some of the projects I have worked on in the past. I am also doing seriously cool stuff at Mediapro, but I am not allowed to talk about it just yet.
Where I've Been
Travelling is one of my greatest passions — I've been lucky enough to explore many countries around the world, both on work assignments and personal adventures.
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Get in Touch
Whether you want to collaborate on a research project, discuss AI, or simply say hello — I'm always happy to connect.