Research
Academic research, publications, and ongoing projects in AI and systems.
Research Interests
My research focuses on the intersection of artificial intelligence, security, and systems programming:
- Context Engineering & Agentic AI - Advanced architectures for managing context in large language models, multi-agent orchestration, and autonomous AI systems.
- Malware Analysis - Automated analysis techniques, memory forensics, and AI-assisted reverse engineering.
- Language Implementation - Compiler design, virtual machine architectures, and domain-specific languages.
- Multi-Agent Systems - Coordination protocols, emergent behavior, and distributed AI systems.
Current Work
Context Engineering for LLM Applications
Investigating novel approaches to context management in production LLM systems, including:
- Dynamic context window optimization
- Semantic chunking strategies for RAG
- Multi-agent context sharing protocols
AI-Assisted Malware Analysis
Developing automated pipelines that combine traditional analysis tools with AI capabilities:
- Automated YARA rule generation
- Pattern recognition in malware families
- Natural language reporting from analysis results
Education
MSc Computer Science - AI & Robotics
University of Camerino, Italy
Focus: Artificial Intelligence, Multi-Agent Systems, Machine Learning
BSc Computer Science
University of Camerino, Italy
Thesis: Multi-agent simulation for Parkinson's disease research
Publications & Presentations
Publications and conference presentations will be listed here as they become available.
Collaboration
I’m always interested in collaborating on research projects related to:
- AI/ML applications
- Security research
- Systems programming
- Open source development