'Sergio Cruz'
'Sergio Cruz'
Professor of Computer Science
National Autonomous University of Mexico (UNAM)
Professor of Computer Science
National Autonomous University of Mexico (UNAM)
My interests are focused on Deep Learning and Computer Vision/Object Detection, i am interested in moving to further topics like Image Segmentation, Activty Recognition and Artificial Intelligence overall. I want to apply Deep Learning to daily activity problems in peoples lives, and improve their quality of life.
My interests are focused on Deep Learning and Computer Vision/Object Detection, i am interested in moving to further topics like Image Segmentation, Activty Recognition and Artificial Intelligence overall. I want to apply Deep Learning to daily activity problems in peoples lives, and improve their quality of life.
Work Experience
Hong Kong Applied Science and Technology Research Institute (ASTRI) June 2021 ‑ November 2023
Hong Kong Applied Science and Technology Research Institute (ASTRI) June 2021 ‑ November 2023
SENiOR ENGiNEER
Model research and deployment using python and pytorch framework.
Model transformation into scripts (TorchScript, ONNNX) for deployment and as demo using Flask.
Printed/Handwritten character recognition (OCR in English/Chinese) using Deep Learning.
Printed/Handwritten character segmentation using Deep Learning.
Printed word detection using Deep Learning.
Education
City University of Hong Kong, Hong Kong Sep 2014 ‑ March 2021
City University of Hong Kong, Hong Kong Sep 2014 ‑ March 2021
PHD IN COMPUTER SCiENCE
Thesis: Hand Disambiguation in the Egocentric Perspective.
Benemérita Universidad Autónoma de Puebla Sep 2012 ‑ Aug 2014
Benemérita Universidad Autónoma de Puebla Sep 2012 ‑ Aug 2014
COMPUTER SCiENCE MASTER’S DEGREE
Thesis: Gait Analysis of the Inferior Articulations of Healthy People and with Locomotion Problems.
Benemérita Universidad Autónoma de Puebla Sep 2006 ‑ Aug 2012
Benemérita Universidad Autónoma de Puebla Sep 2006 ‑ Aug 2012
COMPUTER SCiENCE ENGiNEERiNG BACHELOR DEGREE
Bishop’s University, Sherbrooke, Canada — Exchange program 2010‑2011