Romario Gualdrón-Hurtado
Romario Gualdrón-Hurtado

M.Sc. Computer Science

High Dimensional Signal Processing - Research Group
Universidad Industrial de Santander

About Me

Prospective PhD student (Fall 2026)

I am a young researcher at the High Dimensional Signal Processing Group (HDSP) in Colombia, dedicated to advancing the fields of computational imaging, signal processing, and deep learning. My work is driven by the conviction that technology and innovation are key levers for positive impact. Academically, I have a robust background from the Universidad Industrial de Santander, having completed my Master’s in Computer Science in 2025. I graduated with high honors from the Computer Science undergraduate program in 2023 (Cum Laude), and my thesis was recognized with the Outstanding Undergraduate Thesis Award. My academic and research potential has been further recognized by the IEEE Signal Processing Society (SPS) Scholarship in both 2023 and 2024.

curriculum
Interests
  • Signal and Image Processing
  • Machine Learning
  • Optimization
  • Computational Imaging
Education

  1. M.Sc. Computer Science

    Universidad Industrial de Santander

  2. B.Sc. Computer Science

    Universidad Industrial de Santander
    Thesis Book (Spanish)
Featured Publications

Diving into innovation—check out my featured publications!

NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems
Improving Compressive Imaging Recovery via Measurement Augmentation
Deep Learned Non-Linear Propagation Model Regularizer for Compressive Spectral Imaging
Learning Point Spread Function Invertibility Assessment for Image Deconvolution
Learning a Spatially-Variant Propagation Model for Compressive Spectral Imaging
View More
——– Prizes and Awards ——–

Celebrating achievements! 🏆 Here are my awards and recognitions.

SPS Scholarship Recipient
IEEE Signal Processing Society. ∙ January 2024
Cum Laude
Universidad Industrial de Santander, Colombia. ∙ June 2023
Universidad Industrial de Santander (UIS), Colombia. GPA: 4.72/5.0
Outstanding Thesis
Universidad Industrial de Santander, Colombia. ∙ March 2023
Author of the Undergraduate Thesis: “Iterative algorithm for spectral image reconstruction considering optical system mismatch using a reinforcement regularizer”
National Professional Exams
Colombian scholastic aptitude test ∙ January 2023
Percentile of 100 in “Scientific Thinking - Mathematics and Statistics,” 99 in “Quantitative Reasoning,” 98 in “Engineering Project Formulation,” and 97 in English.
Recognition for Academic Excellence as Research Student
High Dimensional Signal Processing (HDSP) research group, Universidad Industrial de Santander, Colombia. ∙ January 2022
Distinguished Student
High Dimensional Signal Processing (HDSP) research group, Universidad Industrial de Santander, Colombia. ∙ January 2019
National Secondary School Exams
High Dimensional Signal Processing (HDSP) research group, Universidad Industrial de Santander, Colombia. ∙ January 2018
Achieved a 100th percentile in all areas, earning a scholarship for academic excellence.
National PISA Test Competition
Ministry of Education, Colombia. ∙ January 2017
First place among 31 top students in Colombia.
Selected Projects

Crafting solutions. Explore my selected projects!

Colibrí