Gianluca Pisaturo

Ai Engineer @Datakrypto

Rome, IT

At DataKrypto, I lead the design and development of AI systems operating on encrypted data using homomorphic encryption. My work focuses on building privacy-preserving machine learning pipelines—particularly neural networks—capable of processing sensitive information without ever decrypting it. This experience has given me not only a deep, hands-on understanding of how models and algorithms work internally, but also a solid grasp of the mathematical foundations that make such architectures possible, especially in constrained encrypted environments.I have developed secure-by-design classification systems for encrypted images and audio, and I’m currently working on adapting Large Language Models (LLMs) to operate in encrypted settings. Beyond protecting data privacy, I design mechanisms to secure the models themselves—preventing leakage, misuse, and unauthorized access across the AI lifecycle.Key achievements:Designed end-to-end deep learning models for encrypted media classificationDeveloped techniques for LLM adaptation to homomorphically encrypted datasetsEngineered security mechanisms to protect both AI workflows and underlying model architecturesGained in-depth algorithmic and mathematical insight through real-world encrypted AI development

University of Rome Tor Vergata

Laurea Magistrale LM