MetaZoo
A zoo of metaheuristic algorithms for optimization (Python library and learning resources).
Data Scientist
Graduate in Information Technology in Sciences (UNAM). I work at the intersection of science and humanities, focusing on data science, AI, music technology, and interdisciplinary research. Experienced in machine learning, statistical analysis, and data visualization.
Ciudad de México
Socials
Projects
Astro Starters
A collection of starter templates to kickstart your Astro projects.
Django Liberty
A starter template for Django projects focused on a decoupled architecture with a React frontend.
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Blog
Static Sites
You don't really need React (or Jekyll) to build a blog
Choosing the Right License
A guide to selecting the appropriate open-source license for your project.
Pilotos (ES)
Pilotos, esenciales para la implementación y adopción de nuevas soluciones digitales
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Currently
Professor
ENES Morelia, Universidad Nacional Autónoma de México (UNAM).
Consultant
Instituto del Sur Urbano (NGO).
Education
B.Sc. in Information Technology in Sciences
Area of Engineering and Sciences, Universidad Nacional Autónoma de México (UNAM).
M.Sc. in Computer Science
IIMAS, Universidad Nacional Autónoma de México (UNAM).
Research
Research internship — Coevolutionary strategies for parameter adjustment in multi-objective evolutionary algorithms
UTFSM–UAB, Chile.
Teaching
Algorithmic Composition (Assistant Professor)
Music and Technology, ENES Morelia, UNAM
Decision Theory (Assistant Professor)
Information Technology, ENES Morelia, UNAM
Microcontrollers (Assistant Professor)
Music and Technology, ENES Morelia, UNAM
Taller Integrador II (Assistant Professor)
Archives and Records Management, ENES Morelia, UNAM
ElectroBending (Assistant Professor)
Music and Technology, ENES Morelia, UNAM
Selected Data Science Topics (Assistant Professor)
Information Technology, ENES Morelia, UNAM
Taller Integrador III (Assistant Professor)
Archives and Records Management, ENES Morelia, UNAM
Taller Integrador II (Assistant Professor)
Archives and Records Management, ENES Morelia, UNAM
Selected Data Science Topics (Assistant Professor)
Information Technology, ENES Morelia, UNAM
Speaking
Algorithm Opacity
Open Data Day
Data Mining for Information Sciences
UASLP, México
Music and New Technologies
UMSNH
Artificial Intelligence and Critical Thinking
UMSNH
Publications
The use of an interactive music system as an aid for exploring sound in music education in a rural area
Co-author. Revista Música.
Clustering of Twitter Networks Based on Users' Structural Profile
ENC — accepted paper
Projects
Reference scenario modeling to determine the cost-benefit of implementing energy efficiency regulations for light vehicles in Colombia
Project with Instituto del Sur Urbano, ECLAC (United Nations) and EuroClima+ (European Union).
Portfolio
More projects and examples
On the news
AbstractStudios on Forbes México
Feature about AbstractStudios (Spanish).
Conservatorio de las Rosas — Alumni
Alumni feature (Spanish).
NonProfit
Michoacán Mathematics Olympiad
Member of the organizing committee.
Mexican Mathematics Olympiad — Women's Competition
Organizer of the women's competition.
Instituto del Sur Urbano
NGO collaborator and consultant.
Competitions
ICPC México
Participation
ACM - ICPC México
Participation
Complementary Studies
Digital Repositories — PASD (UNAM)
History of Cinema — FICM
Film Criticism — FICM
Programming
Python
Main language for data science and application development.
JavaScript
Web development & visualizations.
Swift
Xcode projects and native apps.
C++
Performance and systems programming.
Skills
Core skills
Data mining, optimization, artificial intelligence, web development, electronics (Arduino / Raspberry Pi), music theory (solfeggio, piano), teaching and public speaking, and interdisciplinary project work.
Software
Tools
LaTeX, Apple iWork, DaVinci Resolve, GitHub, Zotero, Affinity Designer, Pixelmator Pro, Blender, Figma, Docker, and more.
Languages
Español
Native
Français
DELF B1, UMSNH B2
English
TOEFL 590
汉语
HSK1 (Perfect Score)
Русский
A1