Experience

Università di Pisa

• Higher Education
• 700 & Above Employee

• Research Associate

  • Apr 2022 - Present



Pontificia Universidad Católica de Chile

• Higher Education
• 700 & Above Employee

• Teacher

  • Aug 2018 - Mar 2022

  I teach in two programs: Magister de Tecnologías de la Información y Gestión - I taught the Computational Intelligence course. I seek to provide the basic knowledge of Machine Learning through different examples and practical exercises. This also allowed me to participate in the thesis defense of several students. Diplomado Inteligencia Artificial - I teach basic optimization algorithms, here I explain how different optimization algorithms are used in Deep Learning. - I also teach more advanced courses. We see the basic notions of different Meta-Learning algorithms and different techniques to face a Continual Learning scenario. Show less



IALab PUC

• Chile
• Research

• PHD Student

  • Mar 2017 - Jan 2022



Haip

• Data Scientist

  • 2016 - Aug 2018

  Create a platform that connects Instagram influencers with companies who want to advertise their products Create and implement using python, different KPIs that analyze the efficiency of the advertisements made by influencers. Using Deep Learning models implemented in PyTorch (NLP and Computer Vision), we analyze data from influencers to create better connections between companies and Influencers, considering the products. Create a platform that connects Instagram influencers with companies who want to advertise their products Create and implement using python, different KPIs that analyze the efficiency of the advertisements made by influencers. Using Deep Learning models implemented in PyTorch (NLP and Computer Vision), we analyze data from influencers to create better connections between companies and Influencers, considering the products.



Zippedi

• Data Scientist

  • Dec 2015 - Mar 2016

  My objective was to create a module to detect stock-out of products in supermarket shelves, using images from a mobile robot that moves through the aisles. Using Computer Vision techniques in python, we create a panoramic view of each aisle to visualize supermarket products better. We train models that can detect and identify the different products on the shelf using machine learning techniques. Through depth image analysis, we were able to identify where there is stock out, reducing the non-purchase of these. Show less



Universidad Tecnica Federico Santa Maria

• Chile
• Research Services
• 700 & Above Employee

• Research Assistant

  • Jul 2014 - Jan 2015

  I was helping a teacher with the topic of his research on linear classifiers. I had to implement various algorithms and collect results. I was helping a teacher with the topic of his research on linear classifiers. I had to implement various algorithms and collect results.



SeekBird

• Desarrollador y Jefe de Proyecto

  • Mar 2013 - Jan 2014



Motion Displays

• Chile
• IT Services and IT Consulting
• 1 - 100 Employee

• Desarrollo de Algoritmos

  • Dec 2012 - Apr 2013