Me
I am Oriol, a predoctoral researcher in quantum machine learning. I hold a BSc in Computer Science and an MSc in Complex Systems Modeling, and I'm currently pursuing a PhD focused on developing scalable solutions for quantum generative modeling.
- Currently based in Girona.
- I like to play around with local LLMs.
- I have a dog.
Experience
Eurecat - Technology Centre
Industrial PhD between Eurecat and the QML-CVC group from the Universitat Autònoma de Barcelona. Working at the intersection of machine learning and quantum computing with a focus on generative modeling with near-term quantum computers.
Eurecat - Technology Centre
Research on variational quantum algorithms and quantum architecture search with a focus on their application to computer vision problems, mainly satellite image classification.
Research
Shallow instantaneous quantum polynomial-time circuits for generative modeling on noisy intermediate-scale quantum hardware
Physical Review A (Open Access)
Practical insights on the effect of different encodings, ansätze and measurements in quantum and hybrid convolutional neural networks
Quantum Machine Intelligence
Generative Graph Modeling on NISQ Computers
IEEE International Conference on Quantum Computing and Engineering (QCE)