Projects

Current and recent research projects

• Cardiac Health Analysis Using a 3D Model of the Electrical Activity of the Heart Through Electrocardiographic Potential Maps
  Universidad Mariana, 2020–present
• Digital Image Correlation System for Measuring Stress, Strain, and Deflection in Structural and Mechanical Elements
  Universidad Mariana, 2019–2021
• SMD Electronic Board for Acquisition and Processing of Hand Electromyographic Signals Measured at the Forearm
  Universidad Mariana, 2019–2021
• Machine Learning Techniques for Arrhythmia Detection in Ambulatory ECG Recordings
  SEDMATEC research group, 2018–2019

Earlier engineering projects

• Vegetation Indices with UAV Imagery for Coffee Crop Evaluation
  Universidad Mariana, 2016–2018
• Computer Vision Prototype for Lulo Classification
  Universidad Mariana, 2016–2018
• Vehicle Traffic Counting and Monitoring System
  Universidad Mariana, 2016–2018
• Short-Range Forecast Profiles and Climate Modeling Using Inter-Spectral Bands and Orographic Maps
  Grupo de Óptica y Láser, Universidad del Cauca, 2011–2013

Biomedical instrumentation

Acquisition and processing of physiological signals, sensor design, EMG-related hardware, and applied computational pipelines.

Computational cardiology

ECGI reconstruction, cardiac signal analysis, inverse methods, and machine learning for noninvasive cardiac assessment.

Applied engineering

Image processing, structural measurement, embedded systems, data analysis, and prototypes for real-world engineering problems.