English:
Proficient
Carlos A.
Vetted by YouTeam
Mexico
UTC -06:00
America/Mexico_City
English:
Proficient
Ph.D. in artificial intelligence with experience in machine learning and computer vision. Extensive experience in Python and Numpy.
I accomplished the Ph.D. Degree in Artificial Intelligence. I have made a series of publications about the next topics: - Recognition system of gestures using EMG signals for control applications of bionic prostheses and hand exoskeleton. - Interactions Modalities Used on Serious Games for Upper Limb Rehabilitation: A Systematic Review, Games for Health Journal. - Performance Analysis of Leap Motion Controller for finger rehabilitation using a serious game in two lighting environments. Teaching experience in Artificial Intelligence. I provided consultation on a facial recognition system and computer vision for agriculture applications.
Want to hire this engineer?
Check if Carlos is availableExpertise
Years of commercial development experience
4 years of experience
Core technologies
Other technologies
Project Highlights
Pohua system.
Aug `20 - Jan `21
5 months
The Pohua system was developed using python 3.7. The main purpose of the system is to collect, process, save, display data. The Pohua system has the following modules: • Data collection: collect data from a data acquisition card with up to 5 channels of emg data with 12 bits resolution and 500 Hz and the angular position of the fingers with a sampling rate of 120 Hz. • Data processing: perform time-domain feature extraction of the emg signals in real-time. • Data saving: store raw and processed data for further analysis. • Classification: Perform a classification with 3 modalities: emg signals, leap motion controller and sensor fusion in real-time • Communication module: establish communication between the classification module and the serious game.
Responsibilities & achievements
Acces Control with Camera and Temperature Sensor
Apr `20 - Jun `20
2 months
Greenbrier Rail Services
Employing computer vision to provide access to employees within a normal body temperature range
Responsibilities & achievements
Desing of a functional prototype for employee access control
Visiting Scholar
Sep `18 - Dec `18
3 months
University of Essex
• A manuscript entitled: “interaction modalities used on serious games for upper limp rehabilitation: a systematic review, submitted and published. • Design of a serious game with different interaction modalities (emg, leap motion and sensor fusion) • Preliminary experiments performed with the leap motion controller in two lightning environments. • Statistical analysis of the experiments. • Investigate the muscles responsible for flexion and extension movements of the fingers to find the best position for the emg sensors. • EMG data acquisition system • EMG real-time segmentation using time-domain features.
Responsibilities & achievements
UVerto robot.
Aug `18 - Dec `18
4 months
The objective of the project was to carry out the planning of trajectories of a turtlebot type robot using robot operating system (ROS).
Responsibilities & achievements
Pest detection in sugarcane fields
Aug `17 - Sep `17
Agricola la solución
Consulting on the use of computer vision for analysis of satellite images for the diagnosis of pests in sugarcane crops
Responsibilities & achievements
Create a report on the use of computer vision systems in order to help make decisions about the implementation of new technologies
Serios game for finger rehabilitation.
Aug `16 - Jan `21
4 years
Universidad Veracruzana
This project was developed using unity 3D engine and c# programing language. The interaction with the game could be done using 3 different methods, which are: emg signals, leap motion controller and sensor fusion.
Responsibilities & achievements
Education
Higher education in Computer Science
Agency
10-50
GMT-6
HOUSTON/United States
Core Expertise
Industries
E-Commerce & Retail, Banking & Finance, Information services & Technologies, Service & Support, SaaS
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Check if Carlos is available