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Dario Loi
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Dario Loi

Ph.D. student in Computer Engineering at Northeastern University, working on machine learning.

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84 edges53 triangles

A Vietoris-Rips complex drawn from my name. Sheaf neural networks, part of my research, learn on structures like this one.

About

I started my Ph.D. in Computer Engineering at Northeastern University in Boston in September 2026. I work on machine learning in the Mentis Laboratory.

Before Northeastern I studied at Sapienza University of Rome, where I earned a B.S. in Applied Computer Science and Artificial Intelligence with full honors and an M.S. in Computer Science. I also build Polytope, the design system this site runs on.

Selected publications

All publications

2026

2025

Projects

All projects

Polytope

2026Open source

A design system for academic sites, paper pages, and research demos: tokens, CSS components, Astro components, and plotting themes compiled from one token file.

StemSep

2025Open source

A web app that splits an audio file into stems (vocals, drums, bass, guitar, and the rest) with Demucs.

StapleGL

2023Open source

A header-only OpenGL wrapper in modern C++20 with no dependencies: buffers, shaders, textures, and framebuffers as C++ objects.

Get in touch

Always happy to chat.