Ciao! I am Umberto, a last year Machine Learning PhD student in EPFL under the supervision of Prof. Matthieu Wyart. I am on the job market! 🔴 Looking for ways to tackle relevant problems using GenAI and Machine Learning 🔬💻.
Ciao! I am Umberto, a last year Machine Learning PhD student in EPFL under the supervision of Prof. Matthieu Wyart. I am on the job market! 🔴 Looking for ways to tackle relevant problems using GenAI and Machine Learning 🔬💻.
Between July and October I will be an Applied Scientist Intern in Amazon Web Services (AWS) in Pasadena, California! ✈️ The focus will be on Generative AI ✒️🎨.
Between July and October I will be an Applied Scientist Intern in Amazon Web Services (AWS) in Pasadena, California! ✈️ The focus will be on Generative AI ✒️🎨.
The overarching goal of my PhD research in Machine Learning is to quantify the generalization capabilities of deep networks 🧠 💻 and better interpret them, shading light in their black box 📦. We use a combination of analytical approaches ✍️ and extensive numerical experiments ⌨️.
The overarching goal of my PhD research in Machine Learning is to quantify the generalization capabilities of deep networks 🧠 💻 and better interpret them, shading light in their black box 📦. We use a combination of analytical approaches ✍️ and extensive numerical experiments ⌨️.
In the last period of my PhD, I focused on generating proteins using discrete diffusion model, to inquire about their structure 🧬.
In the last period of my PhD, I focused on generating proteins using discrete diffusion model, to inquire about their structure 🧬.
