Ignacio Arroyo-fernández
Research Professor at Universidad Tecnológica de la Mixteca
Mexico
Summary
👤
Senior🎓
Top SchoolIgnacio Arroyo-fernández is a research professor and NLP/ML specialist with 11 years of experience focused on modeling and reasoning about semantic structures and human knowledge. Based in Mexico and a member of Mexico’s System of National Researchers (SNI), he applies natural language processing and statistical modeling to interdisciplinary problems spanning finance, genomics, and the UN Sustainable Development Goals. His background includes industry-facing data science roles in fraud detection and genomic regulatory network analysis, giving him practical experience translating research into applied analytics. Holding a PhD in Computer Science from UNAM, he combines rigorous academic methodology with hands-on problem solving and teaching at Universidad Tecnológica de la Mixteca. Notably, he blends semantic modeling with domain-driven applications, making him adept at turning theoretical representations of knowledge into actionable insights.
11 years of coding experience
1 year of employment as a software developer
Universidad Nacional Autónoma de México (UNAM)Master of Science (MSc), Electronics and Applied intelligent systems, Master of Science (MSc), Electronics and Applied intelligent systems at Universidad Tecnológica de la Mixteca
English
Github Skills (105)
python10
classifier10
lda10
fasttext10
wordnet10
glove10
word2vec10
gun10
topic-modeling10
latent-dirichlet-allocation10
tf-idf10
machine-learning10
bengali9
document-classification9
corpus9
Programming languages (5)
Github contributions (5)
iarroyof/sentence_embedding
Jun 2017 - Jul 2018
Contributions:46 commits, 73 pushes, 1 branch in 1 year 1 month
iarroyof/open-ncd-kbc
Nov 2021 - Apr 2025
Contributions:284 pushes, 1 branch in 3 years 5 months
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