Work Experience
- Machine Learning Developer. Emergys
Guadalajara, México. January 2022 – June 2023
– Developed software using Optical Character Recognition (OCR) and Natural Language Processing (NLP) for document review and validation.
– Leading a software development team creating the workflow, establishing standardization of practices and creating the software architecture.
– Helping in the sizing of technologies, time estimation, technical resources, architecture and personnel of new machine learning projects.
- Computer Vision Engenieer Jr. Lingodub
Covent Garden. London January 2021 – January 2022.
– Developed and evaluated multiple object detection, classification and segmentation models for market research in the construction industry using YOLO, detectron2, Faster in Python and AWS.
– Creation of API using postman for machine learning model deployment
Analysis, cleaning, and labeling of data for machine learning model training.
- Machine Learning Resercher. Center for Automation and Robotics (UPM-CSIC)
Madrid, Spain February 2021 – December 2021
– Developed machine vision models for precision agriculture using Keras, Tensor Flow, Matlab, Retina Net, Python, Jupyther, Python 3, LabelImg.
– Worked with Robotic Operating Systems (ROS) for teleoperation of autonomous vehicles using ROS, Matlab.
– Writing of scientific articles and creation of posters for scientific congresses.
- Engineer in Photovoltaic Systems Design, Universidad Tecnológica de los Valles Centrales de Oaxaca
Mexico. May 2020 to February 2021
– Dimensioned a photovoltaic system for a stand-alone greenhouse.
– Designed software (with Python and C#) to assist with calculations for the dimensioning of photovoltaic systems.
Academic Professional
- Principal Teacher Data Science. Creation of a computer vision workshop focused on object detection and classification using convolutional neural networks for aerospace applications for undergraduate students. (June 2023 – July 2023)
- Principal Teacher Data Science.Data Science Fundamentals and Artificial Intelligence Fundamentals bootcamp teacher at UTEL University (January 2023 to July 2023).
- Professor Associate in the program: «Advisors by accompaniment». Algebra I, Algebra II Geometry and Trigonometry, Agricultural High School. Universidad Autónoma Chapingo (March 2018 to November 2018).
- Professor Assistant in the program: «Peer Mathematics» Vector Calculus, Differential Equations, and Linear Algebra. Department of Phytotechnics, Department of Protected Horticulture. Universidad Autónoma Chapingo (September 2018 to December 2018).
- Professor Associate In the program: «Peer Advisors». Analytic Geometry, Integral Calculus and Differential Calculus, Agricultural High School. Universidad Autónoma Chapingo (August 2017 to February 2019).