Edoardo Tedesco
Physicist, NLP Engineer
I'm Edoardo, 26 years old, a physicist from Milan. During my years studying physics I kept launching
into projects that drew me deeper into computer science. I learned to build applications and never stopped.
For my master's thesis I built PRISMA, an application to interpret the neurons of Large Language Models.
I read essays to stay curious. I run marathons to stay disciplined. I love meeting people to keep learning about myself.
Experience
ITSOS Marie Curie, Didattica Athena, Centro Studi Milano.
Education

University of Milan. Thesis on interpretability of LLMs via Sparse Autoencoders.

University of Milan. Thesis on extinction maps production.
Projects
Disentanglement and decomposition into monosemantic features in LLMs via Sparse Autoencoders. Mechanistic Interpretability, NLP.
Open-source API gateway for Ollama. Multi-user access management with API keys, rate limiting, usage analytics and OpenAI SDK compatibility. Built with Django, Docker and Redis.
Centralized server management platform with real-time CPU, RAM, disk monitoring via WebSocket. Lightweight agents, one-command install, self-hosted. Built with Django, Daphne, htmx and Tailwind.
Semantic search platform that visualizes companies as an interactive 2D map using vector embeddings from their website content.
Autonomous ML research tool that uses an AI agent to iteratively optimize neural networks — modify code, run experiments, evaluate results, and repeat.
A personal CRM built with Django that helps you stay in touch with the people you care about, using Google sync and AI-suggested conversation topics.
Skills
Python (proficient), C++ (intermediate). English B2, Italian native.
Hobbies