Research: Federated Machine Learning leveraged on data-driven problems
I am a PhD student in Data Science with current research in Federated Machine Learning leveraged on data-driven problems at the Sapienza University of Rome. I hold an MSc. in Data Science magna cum laude (2022) and received a BSc. in Statistics at the National University of Colombia (2013). I was accepted to the Student's Honours program at Sapienza for outstanding performance in the master's course. In addition, I belonged to the top 1% ranking of the Wiraki start-up, based on the most talented and skilled students. I have applied Machine Learning and AI techniques for almost nine years, mainly oriented to Credit Risk and banking analytical solutions. I was the Bureau Models' Manager at Experian-Colombia, one of the biggest and more significant data bureaus worldwide. I have also worked as Lead Data Scientist in the ALTO group, a multinational technology company focused on preventing and reducing capital losses.