Welcome to my site

Industrial Engineer with minor in Information Technologies - Pontifical Catholic University of Chile, 2017. 

Master of Sciences - Pontifical Catholic University of Chile, 2017. 


My master research focused on machine learning. Since getting training sets has been an issue of significant impact during the last years, I proposed a full probabilistic model for yes/no type crowdsourcing in multi-class classification.


I have developed several projects of machine learning and data mining in university as well as a freelance consultant.


My main areas of knowledge are algorithms of machine learning and data mining. I have also explored solving simulation problems (processes, process mining, and Monte Carlo simulations) as well as software development.


I would like to share my title speech with you. Available only in Spanish.

Coming soon

Sin próximos eventos.

Teaching

Adjunct Professor @ Pontifical Catholic University of Chile

2018/1 Data Mining and Management

2018/1 Computer Advanced Programming

2017/2 Data Mining

Publications

A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification

Authors: 

  • Belén Saldías F., Computer Science Department,  Pontifical Catholic University of Chile
  • Pavlos Protopapas, Institute for Applied Computational Science, Harvard University
  • Karim Pichara, Computer Science Department,  Pontifical Catholic University of Chile

* We have submitted the manuscript to Data Mining and Knowledge Discovery. The paper is in the review process.


Google Scholar profile

Machine Learning - Web Intelligence Engineer @ Falabella .COM

Developing machine learning for the biggest e-commerce in Latin America. The main projects relied on recommendations for increasing the ticket size.

Contact Me

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