Machine learning researcher from Spain 🇪🇸 with over 5 years of experience designing and developing artificial neural network models. Expertise in Graph Neural Networks and Generative AI..
Ask me anything about Daniel.
This is just a teaser of the main topics that I've been working on. To see more about my projects, check out the projects page.
Four years honing my skills as a researcher through critical thinking, teamwork, and effective project and time management.
Taught undergraduate computing courses (systems, scripting, web technologies), fostering my ability to share knowledge confidently.
Guided two online students through robotics and reinforcement learning projects, fostering their development in these exciting fields.
My doctoral research at Aston University explored the exciting intersection of deep learning and graph neural networks (GNNs) in sensorized environments. This thesis investigated three key areas: human-aware robot navigation, human pose estimation, and traffic image generation using GNNs.
During my internship, I spearheaded the design and development of a compact robot for disinfecting tables using a synergistic approach of blue and UV light. This innovative solution leverages the Hi-NW technology, a groundbreaking advancement developed by the CBE department of HKUST.
During my Master's studies, I gained comprehensive knowledge of the methods and technologies employed in smart and sensorized environments. This enriched my understanding of the intricate relationship between hardware and software, enabling me to devise tailored solutions to specific challenges.
During my Erasmus exchange program, I delved into a range of electronic-related subjects, including wind and photovoltaic energy systems, electronic converters, and modern electrical engineering. This transformative experience not only expanded my technical knowledge but also significantly enhanced my English proficiency through immersive language exposure.
This Master's Degree served as a continuation of my Bachelor's studies, providing me with the extensive skillset of an industrial engineer. For my Master's thesis, I conceptualized and implemented a processor architecture for detecting objects slipping over a tactile sensor array using an FPGA.
Specialized in automatic and electronic control: Achieved honors in "Integrated Circuits" and earned an A* grade in "Computer Architecture", "Power Electronic", and "Transducers and interface". Bachelor's final thesis titled: "Basic Quadcopter Design with Stabilization Control" was awarded with honors.