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Projects

Book2MD Converter

Built at Eurac Research · 2026

Pipeline for converting multilingual books (PDF/EPUB) to structured Markdown via VLM inference with Qwen3-VL. Includes metadata extraction, quality evaluation (NED, BLEU, MarkdownStructureF1, BERTScore) and dependency parsing with Stanza.

PythonVLMQwen3NLPDocument Processing

ScholarMatchAI

Personal project

AI agent that searches academic job boards (Euraxess, MLScientist, jobs.ac.uk), scores positions against a CV, and generates tailored cover letters. 100% free, runs on Groq or Ollama.

PythonLLMGroqOllamaGradioAgentic AI

For experts

GDPR-Eval

Built at Compet-e Srl · 2025

Evaluation framework for machine translation quality on multilingual GDPR legal documents. Benchmarks local LLMs via Ollama with COMET, punctuation consistency, and length ratio metrics.

PythonMT EvaluationCOMETOllamaLegal NLP

For experts

ELAN-Bot

Personal project

Multilingual RAG chatbot (IT/EN/ES/FR/DE) for ELAN annotation software. Uses Qdrant vector search, Sentence Transformers, and Llama 3.3 70B via HuggingFace Inference API.

PythonRAGQdrantGradioLlama

For experts

Testa di Marianna

Built at Università di Napoli L'Orientale · 2024–2025

Context-specific chatbot that guides visitors through the history and culture of Naples. Built with BerkeleyDB, Sentence Transformers, and Llama 3.2 via llama.cpp for local inference.

PythonRAGBerkeleyDBLlamaCultural Heritage

For experts