About Me

I’m Rubén, a predoctoral researcher at the Universidade de Santiago de Compostela. I hold a Bachelor’s degree in Physics, but my current focus lies in Machine Learning research. I enjoy reading about science, technology, and cinema.

Research Interests

My research interests include efficient neural architectures, diffusion models, and the application of machine learning to physical domains such as audio processing, hyperspectral imaging, and time series analysis.

I have a post which consists on a compilation of papers that I enjoyed reading.

Current Work

I am currently working on designing deep learning models in a knowledge transfer project between academia and the forestry industry.

Previous Work

My most recent work was at Huawei, where I developed audio deep learning models optimized to run on embedded devices. I mainly worked on Acoustic Scene Classification.