Dagoberto Mayorca Torres

Teaching & Supervision

University teaching, graduate mentoring, thesis supervision, and academic content development in engineering, machine learning, and data science.

Teaching appointments

  • Universidad Mariana
    Professor and Researcher, Mechatronics Engineering Program, 2016–present
  • Corporación Universitaria Autónoma de Nariño
    Researcher Professor, Informatics Engineering, 2019–2020
  • Universidad Internacional de La Rioja (UNIR)
    Lecturer in official and own-degree programs, 2022–present
  • Universidad Cooperativa de Colombia
    Adjunct Professor, graduate level, 2024–2025

Courses and areas

Physical Sciences Calculus Software Engineering Image Processing Machine Learning Advanced Programming Research Methods Data Processing Automated Reasoning and Planning

Teaching also includes course design, class recording, presentation development, test banks, guided activities, and learning materials for online and graduate programs.

Selected supervision

  • Development of a Deep Learning framework for accurate and efficient gastrointestinal ulcer classification
    Advisor, Universidad Mariana, 2025, in progress
  • Comparative study of feature representation methods for EEG and ECG records oriented to the identification of patients with post-traumatic stress
    Advisor, Universidad Mariana, 2025, in progress
  • Machine learning algorithm for electrocardiographic image reconstruction (ECGi)
    Advisor, Universidad Mariana, 2024
  • Comparative study of machine learning techniques for mammography analysis
    Advisor, Universidad Mariana, 2024
  • Sports analytics system based on AI and computer vision
    Advisor, UNIR, 2024–2025
  • Comparative models for glioma segmentation in MRI
    Advisor, UNIR, 2024–2025