Ignacio Arroyo-fernández
Senior AI Engineer at WebPunch
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 (66)
fasttext10
gun10
swig10
word2vec9
corpus9
statistics9
topic-modeling9
classifiers9
sentiment-analysis9
nlp9
corenlp9
arabic-nlp9
coreference9
lda9
python9
Programming languages (6)
Github contributions (5)
iarroyof/ov-llm-reasoning
Apr 2024 - Feb 2025
Contributions:320 pushes, 1 branch in 9 months
iarroyof/nlp-pipeline
Feb 2016 - Jan 2018
Contributions:292 commits, 275 pushes, 1 branch in 1 year 11 months
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