Master's Degree in Data Science
Sapienza University of Rome
Expected Graduation Date: July 2025
Sapienza University of Rome
Expected Graduation Date: July 2025
National Autonomous University of Mexico
Graduated August 2021
Test of English as a Foreign Language (TOEFL iBT)
Issued February 2021
Coming soon :)
Python project for the Algorithmic Methods of Data Science class for the MSc. in Data Science at the Sapienza University of Rome. The main purpose of the project was building a Recommendation Engine using Locally Sensitive Hashing and building a parallelized K-Means algorithm to cluster users based on their Netflix activity.
Python project for the Fundamentals of Data Science class for the MSc. in Data Science at the Sapienza University of Rome. The main purpose of the project was to create and compare different Machine Learning classification models to predict baseball strikes using 2022 MLB pitching data.
Python project developed for the Advanced Machine Learning exam for the MSc. in Physics at the Sapienza University of Rome. The main purpose of the project was to recreate the results obtained in the article: Graph Coloring with Physics-Inspired Graph Neural Networks by Schuetz et al. (2022) by framing the Graph Coloring problem as a multi-class node classification problem and utilize an unsupervised training strategy based on the Statistical Physics Potts model.
Python project developed for the Selected Topics of Thermodynamics and Statistical Physics class for the BSc. in Physics at the National Autonomous University of Mexico. The main purpose of the project is to to perform a basic Network Science analysis using the NetworkX package to the Game of Thrones networks of all TV seasons. It also includes a simple epidemic simulation on this network using the EoN package.