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Education

2022 – Present: Ph.D. in Computer Science

Tecnológico de Monterrey (Guadalajara, Mexico)
Université de Lorraine (Nancy, France)
Thesis: Automatic real-time identification of kidney stones and their composition from ureteroscopic images using deep learning and computer vision techniques
Computer Vision for Image aNalysiS & bIomeDical Engineering Lab (CV-INSIDE Lab) (Guadalajara, Mexico)
Centre de Recherche en Automatique de Nancy (CRAN) (Nancy, France)
Supervisors: Gilberto Ochoa-Ruiz and Christian Daul

2017 – 2019: M.Sc. in Biomedical Sciences and Technologies

INAOE (Puebla, Mexico)
Thesis: Visualization of in-vitro blood vessels in contrast images based on discrete wavelet transform decomposition
Biosignal Processing and Medical Computing Lab
Supervisors: Hayde Peregrina-Barreto and José de Jesús Rangel-Magdaleno

2011 – 2015: B.E. in Mechatronics Engineering

Universidad Politécnica de Puebla (Puebla, Mexico)
Thesis: Modernization of the Propulsion Control and Monitoring of Ships of the Mexican Navy
Digital Signal Processing Laboratory
Supervisor: Salvador Antonio Arroyo-Díaz

Employment

Feb 2022 – Present: Assistant Professor (Part-time) — Tecnológico de Monterrey
School of Engineering and Sciences

Teaching undergraduate and graduate courses in Biomedical Engineering and the M.Sc. in Artificial Intelligence.

Courses:

Analysis of Biomedical Signals and Systems (2023, 2024)
Applications of Information Technologies in Health (2023, 2024)
Analysis of Imaging Systems (2024)
Computer Vision for Imaging and Video* (2023, 2024)
Machine Learning Operations* (2023, 2024)

Nov 2019 – Dec 2021: Research Assistant (Part-time) — INAOE
Department of Biomedical Sciences and Technologies

Developed medical imaging models for non-invasive blood vessel segmentation in noisy environments.

May 2015 – Dec 2021: Lecturer (Full-time) — Universidad de los Ángeles (UdeA)
Mechatronics Department

Delivered undergraduate instruction for core Mechatronics Engineering courses with laboratory and project-based learning.

Aug 2020 – Dec 2021: Head Coach (Part-time) — Universidad Tecmilenio
FRC Team EARTH 4723

Served as Technical Head Coach overseeing design, robot development, competition execution, and team coordination.

May 2015 – Dec 2017: Head Coach (Part-time) — CONALEP
F1 in Schools — Catrina and Alebrije Racing Team

Led CAD/CAE design, CFD aerodynamic optimization, and CAM manufacturing for national champion teams representing Mexico at World Finals (USA 2016, Malaysia 2017).

Internships

2015: Instituto de Investigación y Desarrollo Tecnológico de la Armada de México (INIDETAM)

Jan–May 2015 — DISICOM Department, Secretaría de Marina, Veracruz, Mexico

Volunteering

2025: Medical Image Understanding and Analysis Conference (MIUA)

July 15-17, 2025: Doctoral Consortium Chair — MIUA 2025, Leeds, UK

2024: Computer-Based Medical Systems (CBMS)

Jun 26-28, 2024: Presentation Chair — IEEE CBMS 2024, Guadalajara, Mexico

2021 – Present: LatinX in Computer Vision (LXCV)

June 3, 2026: Program Chair — LXCV @ CVPR 2026, Denver, USA
Nov 30, 2025: Program Chair — LXCV @ NeurIPS 2025, Mexico City, Mexico
Jul 22, 2024: Presentation Chair — LXCV @ ICML 2024, Vienna, Austria
Jun 18, 2024: Presentation Chair — LXCV @ CVPR 2024, Seattle, USA
Oct 3, 2023: General & Logistics Chair — LXCV @ ICCV 2023, Paris, France
Jun 18, 2023: Presentation Chair — LXCV @ CVPR 2023, Vancouver, Canada
Oct 23, 2022: PR & Website Chair — LXCV @ ECCV 2022, Tel Aviv, Israel
Jul 19, 2022: Author & Volunteer — LXCV @ CVPR 2022, New Orleans, USA
Oct 11, 2021: Author & Volunteer — LXCV @ ICCV 2021, Virtual
Jun 19, 2021: Author & Volunteer — LXCV @ CVPR 2021, Virtual

2018: Seminario Nacional de Ciencias y Tecnologías Biomédicas — INAOE

Volunteer — Puebla, Mexico

Teams

2020 – 2021: Head Coach — EARTH 4723, Universidad Tecmilenio

Rapid React — FIRST Robotics Competition
Infinite Recharge — FIRST Robotics Competition

2015 – 2017: Head Coach — CONALEP Puebla

Escudería Alebrije — F1 in Schools (World Finals Kuala Lumpur)
Escudería Catrina — F1 in Schools (World Finals Texas)