Edoardo Tedesco

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

NLP Engineer 2026 -- present
Math & Physics Teacher 2019 -- 2024
ITSOS Marie Curie, Didattica Athena, Centro Studi Milano.

Education

Master's Degree in Physics (Data Physics) 2023 -- 2026
UniMiUniversity of Milan. Thesis on interpretability of LLMs via Sparse Autoencoders.
Bachelor's Degree in Physics 2018 -- 2023
UniMiUniversity of Milan. Thesis on extinction maps production.

Projects

PRISMA 2026
Disentanglement and decomposition into monosemantic features in LLMs via Sparse Autoencoders. Mechanistic Interpretability, NLP.
LlamaPass 2026
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.
B2Vec 2026
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.
Memoria 2025
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

Reading, Running.