About
Currently, I am working at Heineken México as a data scientist. I have also worked in the areas of research on data science, applied mathematics, machine learning and optimization, technical support, web development and embedded systems.
Data Scientist & Data Analyst.
My main interests are in machine and deep learning, and also I am interested (and I have worked) with randomized algorithms, algorithmic analysis, multimodal, multi-objective and combinatorial optimization, and how all these IA tools allows us to make better decisions.
- Birthday: 22 December 1988
- Phone: +52 669 270 8710
- City: Monterrey, México
- Age: 35
- Degree: PhD in Computer Science
- Email: edgarcovantes[at]gmail.com
My main expertise is the usage of advanced analytics and machine learning techniques to extract insights from data and drive informed decision-making across the organization. Also, the analysis and design of randomized search heuristics such as evolutionary algorithms for optimization problems and its use as tools for decision-making.
Skills
Programming languages:
Libraries and Tools:
Data visualization tools:
AI skills:
Cloud computing platforms:
Other Technical skills:
Resume
Professional Experience
Data Scientist
July 2024 - Present
Heineken México, Nuevo Léon, México
- Leverage advanced analytics and machine learning techniques to extract insights from data and drive informed decision-making across the organization.
- My main responsibilities are:
- Assist in the development and implementation of predictive models and machine learning algorithms to solve business problems and drive strategic initiatives.
- Support other data scientists and analysts in conducting data analysis, exploring datasets, and extracting actionable insights.
- Evaluate model performance using appropriate metrics and techniques, iterating on models to improve accuracy and reliability.
- Collaborate with cross-functional teams to understand business requirements.
- Design and conduct experiments to test hypotheses and validate estimated benefits.
- Translate new innovations intro data driven solutions.
- Stay updated on industry trends, emerging technologies, and best practices in data science to maintain a cutting-edge approach.
Research Professor
July 2019 - December 2023
Instituto Tecnológico y de Estudios Superiores de Monterrey, Nuevo Léon, México
- Research Area: Applied Mathematics, Data Science, Machine Learning and Multi-objective Optimization.
- Lectures: Advanced Algorithms Analysis and Design, Development of Advanced Applications of Computer Science, Implementation of Computational Models, Design of Intelligent Agents, Analysis of Systems Based on Knowledge.
Software Engineer Jr
August 2014 - July 2015
Continental Automotive (Telematics), Jalisco, México
- Design, coding, integration, verification and/or testing for Continental’s software products. Technical support to clients, division and production products. Participation in all stages of the development process.
Software Engineer
March 2011 - September 2011
Softtek, Jalisco, México
- Developer and/or programmer as a Backup on the .NET framework for Hewlett-Packard (HP).
Trainee
September 2010 - March 2011
TATA Consultancy Services (TCS), Jalisco, México
- Trainee in the area of WEB development and programming. Technical support in the project GE Support Central.
Backend Developer
April 2010 - September 2010
DATAWINS, Sinaloa, México
- Backend Developer (PHP, Drupal, CakePHP, JQUERY).
Education
Ph.D. in Computer Science
2015 - 2018
University of Sheffield, Sheffield, UK
Master in Information Sciences
2011 - 2013
Autonomous University of Sinaloa, Sinaloa, México
Bachelor of Science in Engineering (Computer Science)
2006 - 2009
Polytechnic University of Sinaloa, Sinaloa, México
Publications
Journal and Conference papers
Courses and Certifications
Google Data Analytics Professional.
April 2024
Python for Everybody Specialization
July 2021
University of Michigan
DeepLearning.AI TensorFlow Developer Specialization
August 2020
DeepLearning.AI
Sun Certified Programmer for the Java 2 platform, standard edition 5.0
July 2009
Sun Microsystems
Awards
National Researcher Level 1 (Financial Support for researchers)
2023 - 2024
CONAHCYT (the Mexican National Council for Humanity, Science and Technology)
Candidate Level (Financial Support for researchers)
2020 - 2022
CONACYT (the Mexican National Council for Science and Technology)
Best paper award nomination in the track ‘Genetic Algorithms’
July 2018
Genetic and Evolutionary Computation Conference (GECCO ’18)
Best Graduate Thesis 2014 Award in the Master’s category (honourable mention)
May 2015
INAPI (the Institute for Research and Innovation Support)
Languages
Spanish
Native
English
Professional
Extracurricular Activities
Demonstrator/Teaching Assistant
2015 - 2018
University of Sheffield, Sheffield, UK
Programme Committee
2016 - 2018
Genetic and Evolutionary Computation Conference (GECCO)
Portfolio
- All
- Data Analysis
- Machine Learning
- Optimization
