vid2dataset — Video-to-Image Dataset Tool
An open-source CLI and desktop tool for converting video into reproducible image datasets with FFmpeg-backed processing and traceable manifests.
Complete index of projects, experience, education, recognition, service and more.
An open-source CLI and desktop tool for converting video into reproducible image datasets with FFmpeg-backed processing and traceable manifests.
Manchester Robotics, Tecnológico de Monterrey
Developed a modular ROS 2 navigation stack that combines LiDAR obstacle sensing, ArUco localization, EKF fusion, and reactive planning for the Puzzlebot.
IEEE RoboSoft 2026 Manipulation Challenge
MORI (MOdular RIgidity-adaptive Instrument) is a soft robotic harvesting system combining a UR5e manipulator, fruit-parameterized granular-jamming gripper, and in-hand RGB-D perception.
Tecnológico de Monterrey
A cyber-physical strawberry harvesting cell combining a pneumatic soft gripper, in-hand RealSense D435 YOLO11-S RGB-D perception, UR3e control, and crop monitoring.
Electrum Performance Racing Team
Founded and led a telemetry division building resilient data-acquisition and firmware systems for an electric racing team.
Manchester Robotics, Tecnológico de Monterrey
ROS 2 autonomy stack for a differential-drive Puzzlebot, combining OpenCV line following, custom YOLOv8 traffic-sign and traffic-light detection, encoder odometry, and parameterized crossing control.
GE Aerospace
Developed telemetry infrastructure and NX-integrated tooling for internal CAD, CAE, PLM, and engineering workflows. Used TeamViewer Frontline Spatial to develop AR/VR training and visualization prototypes for aerospace manufacturing and maintenance.
Tecnológico de Monterrey
Engineering degree focused on robotics, control, robotic autonomy, embedded systems, digital electronics, and cyberphysical systems.
IEEE Robotics and Automation Society
Participant in the Manipulation Challenge at the 9th IEEE International Conference on Soft Robotics in Kanazawa, Japan.
Department of Social Formation, Tecnológico de Monterrey
Recognition for completing more than 600 hours of community service during undergraduate studies.
Clínica Koi
Delivered accessible robotics and engineering workshops for children and teenagers in vulnerable situations.
Tecnológico de Monterrey
Five Tecnológico de Monterrey competency credentials covering embedded systems, smart interfaces, cyber-physical systems, social intelligence, and intelligent robotic and digital systems.
Universal Robots
Core, Pro, and Application training tracks for Universal Robots e-Series systems.
NVIDIA
Training in the principles and implementation workflow behind diffusion-based generative models.
NVIDIA
Applied introduction to neural-network training and deep-learning workflows.
OpenCV University
Practical training in image processing and computer-vision development with OpenCV.
Manchester Robotics, Tecnológico de Monterrey
Developed a modular ROS 2 navigation stack that combines LiDAR obstacle sensing, ArUco localization, EKF fusion, and reactive planning for the Puzzlebot.
IEEE RoboSoft 2026 Manipulation Challenge
MORI (MOdular RIgidity-adaptive Instrument) is a soft robotic harvesting system combining a UR5e manipulator, fruit-parameterized granular-jamming gripper, and in-hand RGB-D perception.
GE Aerospace
Developed telemetry infrastructure and NX-integrated tooling for internal CAD, CAE, PLM, and engineering workflows. Used TeamViewer Frontline Spatial to develop AR/VR training and visualization prototypes for aerospace manufacturing and maintenance.
Tecnológico de Monterrey
A cyber-physical strawberry harvesting cell combining a pneumatic soft gripper, in-hand RealSense D435 YOLO11-S RGB-D perception, UR3e control, and crop monitoring.
Manchester Robotics, Tecnológico de Monterrey
ROS 2 autonomy stack for a differential-drive Puzzlebot, combining OpenCV line following, custom YOLOv8 traffic-sign and traffic-light detection, encoder odometry, and parameterized crossing control.
An open-source CLI and desktop tool for converting video into reproducible image datasets with FFmpeg-backed processing and traceable manifests.
Electrum Performance Racing Team
Founded and led a telemetry division building resilient data-acquisition and firmware systems for an electric racing team.
Tecnológico de Monterrey
Engineering degree focused on robotics, control, robotic autonomy, embedded systems, digital electronics, and cyberphysical systems.
IEEE Robotics and Automation Society
Participant in the Manipulation Challenge at the 9th IEEE International Conference on Soft Robotics in Kanazawa, Japan.
Department of Social Formation, Tecnológico de Monterrey
Recognition for completing more than 600 hours of community service during undergraduate studies.
Clínica Koi
Delivered accessible robotics and engineering workshops for children and teenagers in vulnerable situations.
Tecnológico de Monterrey
Five Tecnológico de Monterrey competency credentials covering embedded systems, smart interfaces, cyber-physical systems, social intelligence, and intelligent robotic and digital systems.

Universal Robots
Core, Pro, and Application training tracks for Universal Robots e-Series systems.

NVIDIA
Training in the principles and implementation workflow behind diffusion-based generative models.

NVIDIA
Applied introduction to neural-network training and deep-learning workflows.

OpenCV University
Practical training in image processing and computer-vision development with OpenCV.