I am a Masters degree candidate in Data Science at Universidad de Chile, supervised by Felipe Tobar (GAMES group: Group of MAchine learning, infErence and Signals). My research interests are ethics and safeness in generative models, mathematical modelling of language and representation learning.

Previously Mathematical Engineering at U. de Chile, Double degree with CentraleSupélec (General Engineering + Research Track).

I am the cofunder and External Relations Coordinator of AEDIA: Association for Ethics in Data science and Artificial Intelligence (Es). I was also part of the organising team for EVIC: Escuela de Verano en Inteligencia Computacional 2023.

Projects

 Natural language processing of EthicApp text data (2023)

  Alongside Unidad de Ética, ETHICS FCFM (Es)

  Repository (Es)

 Entity recognition in medical prescriptions (Spring 2022)

  MDS7201 Data Science Project - Alongside Chilean Health Ministry (MINSAL)

  HuggingFace Spaces demo (currently down, but will be fixed soon) - Project repository

 Emoji prediction in tweets (Fall 2022)

  Project for CC5205 Data Mining - Project webpage (Es)

Teaching

 MDS7203 Deep Generative Models

  Teaching Assistant (Spring 2023) - Course repository (Es)

 MDS7104 Machine Learning

  Teaching Assistant (Fall 2023) - Course repository (Es)

  Ellaboration of a book chapter: Adaptive Basis Models (Es) (Tree-based models)
  Full handout in the course repository

 MA4402 Stochastic Simulation: Theory and Laboratory

  Elaboration of a course book, supervised by Joaquín Fontbona (Fall 2022)
  Apuntes curso Simulación Estocástica (Es)

  Teaching Assistant (Spring 2022) - Course repository (Es)

  Tutorials: Git usage (Es) and Conda environment installation (Es)