I am Juana Valeria Hurtado, an applied research scientist in machine learning for perception, with a PhD in Robotics from the University of Freiburg. Over six years of R&D, I deliver end-to-end model development, from problem formulation and data strategy to training, benchmarking, and iteration under noisy signals and limited labels. I lead research efforts, supervise MSc theses, coordinate across labs, and communicate across disciplines. My work sits at the intersection of deep learning foundations and engineering constraints, with a track record of publications (e.g., CVPR, ICRA, IEEE RA-L) and a strong commitment to ethically robust AI, spanning autonomous robots, multimodal perception, and medical ML with EEG.…I am Juana Valeria Hurtado, an applied research scientist in machine learning for perception, with a PhD in Robotics from the University of Freiburg. Over six years of R&D, I deliver end-to-end model development, from problem formulation and data strategy to training, benchmarking, and iteration under noisy signals and limited labels. I lead research efforts, supervise MSc theses, coordinate across labs, and communicate across disciplines. My work sits at the intersection of deep learning foundations and engineering constraints, with a track record of publications (e.g., CVPR, ICRA, IEEE RA-L) and a strong commitment to ethically robust AI, spanning autonomous robots, multimodal perception, and medical ML with EEG.WWWW…