Hector Romero Morales
Doctoral Researcher
Research Interests
Applied Machine LearningEducational TechnologiesHuman Computer InteractionNeural EngineeringAbout me
I am a biomedical engineer and PhD researcher interested in how AI and biosignal processing can help us understand the brain in natural, everyday environments. My research focuses on EEG-based methods for early screening of neurodevelopmental disorders, with an emphasis on low-density and wearable brain-monitoring systems. I combine biosignal processing, human–computer interaction, and applied machine learning to develop neurotechnological tools that are accessible, interpretable, and usable in real-world contexts.
Before my PhD, I worked on biomedical signal processing for maternal–fetal health, ocular activity analysis, and cognitive-state estimation using EEG. I also have experience in interdisciplinary research, scientific outreach, and the development of prototype systems for health and rehabilitation technologies.
Open B.Sc. / M.Sc. Thesis Topics
If you are interested in doing a Bachelor's or Master's thesis (English) in my area of interest, feel free to contact me. I am also open to topic suggestions.
Academic Services
Reviewer: CNIB SOMIB 2024 and 2025.
Organizing Committee: 1st and 2nd Biomedical Applications Development Competition at INAOE.