Implementation of the original vision transformer, for self-educational purposes. Trains from scratch on any dataset, such as ImageNet 1k.

Simple transformer architecture to generate music tokens given initial sequence conditioning.

Implementation of "Generating Sequences with Recurrent Neural Networks" (https://arxiv.org/abs/1308.0850).

Deep learning models to predict number of retweets of certain tweets. Winner of Kaggle competition with 58 teams.

Satellite image classification with convolutional networks. Finalist in hackathon organized by McKinsey's AI division, Quantum Black.

This project consists in a dark island scenery, developped in C++ and OpenGL.

This project explores the properties and uses of minimum spanning trees (MSTs), specially as a basis for clustering algorithms.

Mobile web-based application done with Apache Cordova framework that aids foreign language word memorization through the flashcard method.

Simulates plasma reconnection in an electric current sheet given certain initial conditions and precising boundary conditions.