Experience
Independent External Expert
European Research Executive Agency (REA) · Bruselas (remoto)
Evaluating artificial intelligence and technology proposals for the European Innovation Council — assessing technical merit, innovation potential, and societal impact. Programmes: EIC Accelerator Open 2021 (AI and deep tech startups) and Horizon DRS — enhanced assessment of disaster risks using AI and historical data (Horizon CL3-2021-DRS).
Ver convocatoria ↗Adjunct Lecturer — Machine Learning
University of Hamburg · Hamburgo, Alemania
Designed and delivered practical machine learning sessions for university students, covering applied deep learning and model training workflows.
Independent External Expert
XR4Europe (XR4ALL programme) · Bruselas (remoto)
Evaluating AR/VR proposals for the XR4ALL open call programme.
Ver convocatoria ↗Independent External Expert
Research Executive Agency (REA) — EU Horizon 2020 · Bruselas (remoto)
Evaluating artificial intelligence and IT research proposals for the EU's Horizon 2020 programme — assessing innovation, technical feasibility, and potential impact of AI-focused projects across European research institutions and companies.
Ver convocatoria ↗Publications Google Scholar ↗
NTIRE 2026 Challenge on Efficient Low Light Image Enhancement: Methods and Results
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Evaluating Restoration Robustness Under Historically-Inspired Synthetic Degradation
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD)
A review on generative adversarial networks for data augmentation in person re-identification systems
arXiv preprint arXiv:2302.09119
Cited by 4Generative Adversarial Networks for Data Augmentation in Person Re-Identification
Universidad Autónoma de Yucatán — Master's thesis
Education
Doctorado en Ciencias e Ingeniería de la Computación
Tesis: Modelos Generativos para Restauración y Colorización de Videos Antiguos
ENES Mérida · Generación 2025-01
Universidad Nacional Autónoma de México (UNAM) · México
Maestría en Ciencias de la Computación
Tesis: GANs para Person Re-identification
Universidad Autónoma de Yucatán · México
View paper ↗Ingeniería Técnica en Informática
Proyecto final: Serious Games con Eye Tracking
Universidad de Oviedo · E.I.I. Gijón · España
2009 Intercambio CRUE Santander · Universidad Panamericana, Ciudad de México
2009 Kaplan International English · San Francisco, USA
Projects 9
Machine Learning 2020 – 2024
Generative Models for Person Re-identification
Master's thesis at Universidad Autónoma de Yucatán. Developed a system generating synthetic images with GANs to augment training data for person re-identification models in CCTV scenarios.
Ver proyecto →
Augmented Reality 2019 – 2020
Instagram & Facebook AR Filters
Created dozens of AR filters for Instagram and Facebook. 'Tales for the Future' won Regional 3rd Place at the 2019 Facebook Developer Circles Community Challenge.
Ver proyecto →
Augmented Reality 2019
AR Urban Art
AR applied to urban murals in Mexico City (Torre Manacar). Murals that animate through the phone camera, bringing cultural heritage to life.
Ver proyecto →
Creative Electronics 2019
Conductive Ink Interactive Wall
Interactive installation for Applica2: AR for kids + smart board via iPad + conductive ink video mapping wall. Collaboration with Biofractal.
Ver proyecto →
Virtual Reality 2018
VR Tennis — Qropen ATP Challenger
Three VR mini-games for the Qropen ATP Challenger Tour (prize pool $125,000). Cross-platform iOS/Android, sponsor branding, 3D art by Arturo Molion.
Ver proyecto →
Virtual Reality 2016 – 2019
Virtual Reality Demos
Multiple VR prototypes: Maze VR on VivePort with Leap Motion hand tracking locomotion, and various immersive experiences across 2016–2019.
Ver proyecto →
Augmented Reality 2016 – 2019
Augmented Reality Demos
Various AR prototypes for events and showcases, including a café gallery at the Semana del Emprendedor in Mexico City.
Ver proyecto →
Mobile Development 2016 – 2017
Ionic Hybrid Mobile Apps
Cross-platform mobile apps for Bosch Mexico and Novo Nordisk — parts catalog, coaching cards, and a medical sales tool.
Ver proyecto →
Research 2015
Serious Games & Eye Tracking
Final degree project at Universidad de Oviedo (Ideascad group). Serious game to help children with amblyopia improve eye movements using low-cost eye trackers.
Ver proyecto →
Awards & Recognition
🏆 Regional Winner — 3rd Place
Facebook Developer Circles Community Challenge — Tales for the Future (Spark AR)
🏆 Premio EBIC
Competencia tecnológica para estudiantes
Skills & Technologies
🧠 AI & Machine Learning
🔮 Augmented Reality
🥽 Virtual Reality
📱 Mobile Development
⚡ Creative Electronics
🎨 3D & Design
Certifications
Google Cloud Skills Boost — Cloud Computing Fundamentals · Infrastructure · Networking & Security · Data, ML & AI
IFCT128PO — Big Data
Core Networks SL
Programming Cloud Services for Android Handheld Systems
Coursera
Get in Touch
Open to interesting projects, research collaborations, and creative experiments.