Projects

Over the years, I've had the privilege of being involved in a wide range of cool projects. Below I list some noteworthy ones that I have had the opportunity to work on.

Research

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Jul 12, 2023

Optimizing Job Allocation using Reinforcement Learning with Graph Neural Networks

This project uses reinforcement learning and graph neural networks to schedule job assignments.
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Jul 1, 2023

Chess ratings: Leveraging Network Methods to Predict Chess Results

We address the problem of estimating chess player ratings and match outcome prediction by leveraging network approaches based on their past games and results.
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Jun 3, 2023

Investigating Predator-Prey Dynamics through Simulated Vision and Reinforcement Learning

Course project for the CS-503 Visual Intelligence course at EPFL

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Dec 22, 2022

Autonomous Lane Changing using Deep Reinforcement Learning with Graph Neural Networks

The aim of this project is to use advanced machine learning methods to solve problems within autonomous driving

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Oct 31, 2022

Discovering the Higgs Boson using Machine Learning

This project studies different machine learning models applied to the data collected from the experiments performed with the CERN particle accelerator with the aim of discovering the Higgs boson particle

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Jan 22, 2021

Strategic Dominion: AI-Powered Risk Conquest

Strategic Dominion is a project where we used the power of machine learning to develop agents for the classic game of Risk, enabling intelligent AI bots to engage in strategic conquests.
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Jan 22, 2020

Algorithms for the 3D bounded knapsack problem with polyominoes

This project uses different algorithms to create fast, high-quality solutions to the 3D bin packing problem with one bin

Development

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Sustainability in High School Mathematics

The project aims to integrate sustainability into high school mathematics education by creating a platform that allows students and teachers to easily access and contribute to a library of sustainability-themed exercises and interactive examples.

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EmissionAware

For the LauzHack Sustainability 2023 hackathon. Campus sustainability made personal - track your emissions, improve your impact
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The RL Playground

The goal is to create an interactive book about reinforcement learning