Alejandro Hernández Gómez
Monterrey
Summary
Industrial Physics Engineering student with research experience in Brain-Computer Interfaces and Machine Learning, alongside industrial exposure at Ternium. Proficient in Python and MATLAB, with substantial experience in machine learning projects and process optimization. Adept at applying physics principles and analytical thinking to solve practical engineering challenges.
Overview
1
1
year of professional experience
Work History
Research Engineer
Tec de Monterrey
03.2024 - Current
- Developed a proposed methodology and architecture for movement classification from EEG patterns, aimed at more efficient and affordable BCIs. Achieving a reduction from 8 to 3 electrodes and an accuracy of 93%.
- Authored a preprint titled "Are GAFs All You Need for BCIs?" (in preparation)
Management and Administration Intern
Ternium
03.2024 - 12.2024
- Managed internal certification courses for around 30 employees and operators
- Investigated physical evidence of failures and accidents on-site to develop countermeasures based on physical principles
- Managed emergency repair solicitations to improve communication and reduce repair delays
- On-site assistance with quality of tools
- Verification and correction of control sequence of steel rolling machines
Education
Bachelor of Science - Industrial Physics Engineering
Tecnológico De Monterrey
Monterrey, Nuevo León, Mexico06.2025
Skills
- Advanced: Python, MATLAB
- Intermediate: R
- Beginner: C, Java
- Advanced Algorithm Design
- Cyber Physical Systems
- Advanced Mathematical Analysis
- Stochastic System Modelling
- Team collaboration
- Idea generation
- Written/Verbal communication
Accomplishments
- Reduced EEG electrode requirements from 8 to 3 while maintaining movement classification accuracy
- Developed methodology for potentially more efficient and parallel BCIs for affordable devices
- Co-authored a research preprint titled "XAE2: Expansive Double Autoencoders For Data Security"
- Managed industrial certification programs at Ternium
- Maintained a strong academic performance with a 92.15/100 GPA in Industrial Physics Engineering
- Successfully implemented control sequence improvements for steel rolling machines
Languages
Spanish
Bilingual or Proficient (C2)
English
Advanced (C1)
French
Beginner (A1)
Timeline
Research Engineer
Tec de Monterrey
03.2024 - Current
Management and Administration Intern
Ternium
03.2024 - 12.2024
Bachelor of Science - Industrial Physics Engineering
Tecnológico De Monterrey
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