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πŸ›οΈ Hi, I'm Bestroi

Digital Humanities β€’ Digital Classics β€’ NLP β€’ HTR β€’ Network Analysis β€’ ML

🌾 I explore ancient texts, manuscripts, and cultural heritage using modern computational tools.
πŸ” My work combines HTR, NLP, philology, and network science to understand texts, people, and historical systems.

πŸ“š About Me

πŸ’  Researcher in Digital Humanities and Digital Classics
πŸ’  Working on HTR for manuscripts, scribal studies, paleography
πŸ’  Applying NLP to historical languages, ancient corpora & critical editions
πŸ’  Interested in network analysis of texts, people, places & cultural interactions
πŸ’  Experienced with TEI XML, IIIF, semantic web, and cultural data modeling
πŸ’  Passionate about AI for cultural heritage, manuscript digitization & text encoding


⚑ Tech & Research Stack

Core Languages

Python JavaScript PHP HTML Markdown


πŸ“œ Digital Humanities / Digital Classics Tools

TEI XML IIIF Tesseract OCR Kraken Transkribus


🧠 NLP & Machine Learning

PyTorch TensorFlow Transformers SpaCy NLTK FastText


πŸ”— Network Analysis & Graph Science

NetworkX Gephi Cytoscape GraphViz Pandas

πŸ“Œ I build and analyze networks of:

  • ancient authors & texts
  • scribes and manuscript transmission
  • places, events, and cultural exchange
  • semantic, lexical, and concept networks
  • social networks in historical sources

πŸ“Š Data Science

NumPy Pandas Matplotlib Plotly


πŸ§ͺ Research Infrastructure

Docker GitHub Actions AWS Vercel


πŸ§ͺ Research Interests

  • HTR for manuscripts, papyri, inscriptions, codices
  • Computational philology & digital editions
  • Network analysis of texts, authors, manuscripts
  • Cultural heritage informatics & semantic web
  • NLP for ancient / historical languages
  • TEI XML, IIIF, and digital curation workflows
  • Stylometry, authorship, semantic shift
  • Knowledge graphs for classical studies

πŸ“Š GitHub Stats

Streak
Languages


πŸ† GitHub Trophies


✨ Quote

β€œThe automation of the linguistic analysis of texts is not intended to replace the humanist, but to free him from the mechanical part of his work.”
– Roberto Busa, S.J.


πŸ›οΈ Mapping the past, modeling the present, and decoding history with code.

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