Filippo Pellegrino

Eurac Research · Bolzano, IT

• Designed and developed an automated EPUB-to-Markdown conversion pipeline for multilingual document processing
• Constructed a multilingual benchmark dataset (Italian, German) for image-to-Markdown document understanding tasks using Project Gutenberg
• Implemented a VLM evaluation framework with NED, BLEU, Structure F1, and BERTScore metrics
• Benchmarked state-of-the-art vision-language models (Qwen2.5-VL, Pixtral) on page-image-to-Markdown generation

Compet-e Srl · Italy

• Designed and implemented AI/NLP architectures for industrial applications
• Developed REST API systems for natural language processing tasks
• Implemented local LLM deployment strategies using the Ollama framework
• Developed NLP-powered web applications

Università di Napoli L'Orientale · Naples, IT

• Principal researcher on the 'Testa di Marianna' project for interactive cultural heritage applications
• Collaborated with Unior NLP group and 'Casa delle Tecnologie Emergenti'
• Developed conversational AI systems for cultural heritage display
• Researched open-source LLM adaptation and fine-tuning (LLaMA family)
• Curated specialised datasets for Naples-specific cultural content

Eurac Research · Bolzano, IT

• Principal researcher in ITACA project final phase for automated essay evaluation
• Developed coherence evaluation methodology for context-specific texts
• Implemented BERT-based models for educational text analysis
• Co-authored peer-reviewed publication on automatic coherence evaluation
• Presented research findings at CliC-it 2024 conference (poster)

Eurac Research · Bolzano, IT

• Participated in EVALITA 2023 shared tasks (DisCoTex, LangLearn)
• Developed machine learning models for language learning assessment
• Co-authored research paper on interpretable language learning evaluation

Free University of Bolzano · Bolzano, IT

Thesis: Local Coherence Modeling for the Italian Language

Supervisor: Prof. Luca Ducceschi

Focus: Computational Linguistics, NLP

University of Turin · Turin, IT

Thesis: Vida del Escudero Marcos de Obregon: oltre la picaresca

Supervisor: Prof. Veronica Orazi