Juan Manuel Rodriguez

I’m interested in building intelligent systems that balance strong theoretical foundations with practical impact. My work focuses on machine learning, representation learning, and data-driven modeling, with a particular emphasis on robustness, interpretability, and scalability. I enjoy exploring applications of AI in areas like computer vision, natural language processing, and decision-support systems—especially when interdisciplinary collaboration can lead to meaningful real-world outcomes. I’m also committed to reproducibility, responsible AI practices, and combining modern deep learning approaches with solid statistical and computational principles.