Computational Humanities
Using and developing computational approaches to cultural phenomena, bridging computational methods and humanistic inquiry to uncover new patterns in human expression and cultural transmission.
Short bio
I am a PhD Candidate in Computational Humanities at the Donostia International Physics Center and the University of the Basque Country, where I build NLP and network science solutions for large-scale cultural and textual data. I apply machine learning and deep learning to model complex systemsâturning unstructured text into actionable insights. With a background in Linguistics and extensive training in NLP, network data science, Big Data, and Deep Learning, I have published peer-reviewed research and developed open-source tools such as WikiTextGraph for multilingual Wikipedia graph extraction. Beyond academia, I have delivered end-to-end data science projects in overstock risk prediction and medical image classification. I am seeking data science roles in NLP and network analytics where research-grade models translate into measurable, production-level impact. Connect with me on LinkedIn or explore my GitHub to see my work.
Quick CV Access
PhD Candidate
Computational Humanities @ DIPC
Research Interests:
⢠NLP & Network Science
⢠Cultural Data Analytics
⢠Computational Stylometry
⢠Computational Humanities
Computational Humanities @ DIPC
Research Interests:
⢠NLP & Network Science
⢠Cultural Data Analytics
⢠Computational Stylometry
⢠Computational Humanities
Research Focus
Developing and using computational methods to understand human culture, language, and communication through interdisciplinary research.
Computational Stylometry
Using and developing algorithms for authorship attribution, text analysis, and literary pattern recognition using advanced machine learning and statistical techniques.
Network Data Science
Exploring complex network structures in cultural and linguistic contexts, revealing hidden patterns in social dynamics, cultural evolution, and information networks.
Publications
Peer Reviewer: Digital Scholarship in the Humanities (Oxford Academic)
WikiTextGraph: A Python Tool for Parsing Multilingual Wikipedia Text and Graph Extraction
Authors: Paschalis Agapitos, Juan Luis SuĂĄrez, Gustavo Ariel Schwartz
Open Source
Zenodo Archive
GitHub Repository
Wikipedia as a cultural lens: a quantitative approach for exploring cultural networks
Authors: Luis A Miccio, Paschalis Agapitos, Carlos Gamez-Perez, Francisco GonzĂĄlez, Juan Luis SuĂĄrez, Gustavo Ariel Schwartz
Nature - HSScomms
High Impact
6 Authors
A Stylometric Analysis of Seneca's disputed plays
Authors: Paschalis Agapitos, Andreas van Cranenburgh
Peer Reviewed
Reproducible
Classical Studies
Featured Projects
Showcasing innovative applications of computational methods in healthcare, education, and cultural analysis.
CNN for Pneumonia Detection
A sophisticated Convolutional Neural Network application designed to assist healthcare professionals in detecting pneumonia and COVID-19 type pneumonia from patient X-rays. Built using TensorFlow and advanced computer vision techniques.
Cultural Analytics Guide
A comprehensive, open-access textbook and educational resource teaching computational analysis of cultural phenomena. Developed following rigorous Open Science principles with full transparency, reproducibility, and collaborative methodology.
British Political Speeches Analysis
Advanced computational stylometric analysis of British political speeches, with particular focus on Winston Churchill's rhetorical patterns. Combines NLP techniques with historical political discourse analysis.
Technical Skills & Expertise
Comprehensive expertise across programming languages, machine learning, and computational research methodologies.
Python
Intermediate to Expert
Machine Learning
Intermediate
Natural Language Processing
Intermediate to Expert
Network Data Science
Intermediate
Data Science & Visualization
Intermediate to Expert
Statistical Analysis
Intermediate to Expert
Web Development
Beginner
C++ Programming
Beginner