Saúl León
Senior Data Scientist — NLP and machine learning specialist
Dubai, United Arab Emirates
Summary
Published NLP researcher with an academic record focused on natural language processing tasks such as SMS normalization, authorship verification, semantic relatedness, and textual entailment. springer+3
Combines academic research background (master's in NLP/ML) with an applied industry career in data science and machine learning, holding senior data scientist and ML engineering roles. buap+1
Has an international professional presence (profiles list Dubai as current location) while maintaining ties to BUAP research and coauthorships from the Puebla research group. rocketreach+1
Work
Education
Writing
BUAP: Evaluating Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual Entailment
January 1, 2014Evaluation of compositional distributional semantic models on full sentences, focusing on semantic relatedness and textual entailment tasks (BUAP group contribution).
Lexical-syntactic and graph-based features for authorship verification
January 1, 2013Describes the use of lexical-syntactic and graph-based features for the authorship verification task (CLEF proceedings/working notes).
A Machine-Translation Method for Normalization of SMS
January 1, 2012Presents an approach to normalize SMS text using statistical machine-translation techniques and a bilingual dictionary based on IBM-4, showing improved performance over a probabilistic IR method.
BUAP: A Recursive Approach to the Data-Centric Track of INEX 2011
January 1, 2011Methodology describing a recursive approach for the data-centric track of INEX (BUAP team contribution).