Hi! I'm Álvaro, a Deep Learning Researcher and MLOps Engineer with a focus on Deep Learning,
Computer Vision and GenAI systems.
My experience revolves around implementing Deep Learning models and state of-the-art architectures to create
innovative and robust software solutions. I have a a strong commitment to learning, problem solving and software
best practices. I'm currently pursuing my PhD in 3D object detection for autonomous vehicles.
I am dedicated to staying at the forefront of tech developments before an AGI can do my work better that me.
Beyond my work in research, I enjoy keeping up with the latest technological advancements –and giving some talks about them– and sharing my experience in my open courses. I am also passionate about collaboration, communication, and creativity – the values that I believe are essential for success. I am committed to continued learning and growth, recognizing that there is always more to learn in this rapidly evolving field.
Environment for autonomous vehicles via RGB image and LiDAR point cloud fusion. Built on top of MMDetection3D, this project provides support for 3D object detection from the road infrastructure with real-time ROS communication.
Deep Learning Open Course with the main objective of providing a deep understanding of the main concepts of deep learning and its applications in computer vision and natural language processing.
OCR system for real-time vehicle and license plate recognition from multiple and simultaneous streaming devices. Optimized for low-performance devices and browser visualization.
Automatic analysis tool for linguistic codification of interviews in University of Málaga. Provides support for supervised and unsupervised learning techniques for sociolinguistic analysis.
UC3M-LP dataset is a comprehensive and open-source collection of annotated images for European license plate detection and recognition tasks. It is the largest open-source dataset for European license plate detection and recognition and the first one ever dedicated to Spanish license plates. Check the open-access paper.
Borau, J., Ramajo-Ballester, Á., Armingol, J. M.
Borau, J., Ramajo-Ballester, Á., Armingol, J. M.
Ramajo-Ballester, Á., Armingol, J. M., de la Escalera Hueso, A.,
Ramajo-Ballester, Á., de la Escalera Hueso, A., Armingol, J. M.
Ramajo-Ballester, Á., González-Cepeda, J., Armingol, J. M.
González-Cepeda, J., Ramajo-Ballester, Á., Armingol, J. M.
Ramajo Ballester, Á., González Cepeda, J., Armingol Moreno, J. M., de la Escalera Hueso, A.
Ramajo Ballester, Á., González Cepeda, J., Armingol Moreno, J. M.