Francisco Pérez Galarce
Head of Advanced Analytics at BRAVE UP!- Claim this Profile
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Bio
Credentials
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Google Cloud Big Data and Machine Learning Fundamentals
CourseraNov, 2021- Sep, 2024 -
How Google does Machine Learning
CourseraNov, 2021- Sep, 2024 -
Launching into Machine Learning
CourseraNov, 2021- Sep, 2024
Experience
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BRAVE UP!
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United States
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Software Development
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1 - 100 Employee
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Head of Advanced Analytics
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Oct 2022 - Present
Lead a multidisciplinary team in developing projects that add value to customers and end users. Propose, formulate, and develop projects based on advanced analytics, such as models and algorithms for generating work groups, emphasising improving school coexistence.
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Data scientist
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Jan 2022 - Oct 2022
Implementation and production deployment of visualizations, models, and algorithms aimed at early detection of cases of bullying and improving school coexistence. To achieve this, we use optimization algorithms, complex network analysis, and artificial intelligence.
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Empresas Lipigas
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Oil and Gas
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700 & Above Employee
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Data Scientist
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Dec 2020 - Jan 2022
We develop machine learning models using large-scale data sets to face business problems such as churn and forecast. We develop machine learning models using large-scale data sets to face business problems such as churn and forecast.
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Clase Ejecutiva UC
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Chile
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Business Skills Training
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1 - 100 Employee
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Profesor universitario a tiempo parcial
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Mar 2020 - Dec 2021
- Applications of Data Science and Artificial Intelligence with Python - Python for Machine Learning - Applications of Data Science and Artificial Intelligence with Python - Python for Machine Learning
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Pontificia Universidad Católica de Chile
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Higher Education
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700 & Above Employee
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Ph.D. (c) in Computer Science
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Mar 2017 - Dec 2021
My research project has been focused on developing and assessing machine learning models with an emphasis on probabilistic modelling. During this period, I also have been a Teaching Assistant in the following courses: - Data Mining - Advanced topics of machine learning. - Introduction to data mining (MOOC). My research project has been focused on developing and assessing machine learning models with an emphasis on probabilistic modelling. During this period, I also have been a Teaching Assistant in the following courses: - Data Mining - Advanced topics of machine learning. - Introduction to data mining (MOOC).
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Centro de Estudios en Alimentos Procesados - CEAP
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Chile
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Research Services
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1 - 100 Employee
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R&D Engineer
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Sep 2014 - Feb 2017
I led R&D projects in agribusiness companies, based mainly on quantitative methods for making decisions such as production and harvest planning models, warehouse management models, and predictive models for agricultural pests. Some results from these projects were published in important journals. I led R&D projects in agribusiness companies, based mainly on quantitative methods for making decisions such as production and harvest planning models, warehouse management models, and predictive models for agricultural pests. Some results from these projects were published in important journals.
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Project Engineer
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Mar 2013 - Aug 2014
We collected information to support regional decision-making. In particular, I participated in (i) the creation of composite indicators to measure competitiveness and productivity, (ii) designing of diagnoses of competitiveness and (iii) designing of improvement plans for relevant industries. We collected information to support regional decision-making. In particular, I participated in (i) the creation of composite indicators to measure competitiveness and productivity, (ii) designing of diagnoses of competitiveness and (iii) designing of improvement plans for relevant industries.
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Universidad de Talca
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Chile
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Higher Education
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700 & Above Employee
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Adjunt Professor
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Mar 2013 - Jun 2014
Faculty of Economics and Business. Lecturer in the module "optimization methods / production management 1", 2014-II, 2015-I, 2015-II, 2016-I, 2016-II, 2017-I, 2017-II Professor of the module "operations and logistics / production management 2", 2014-II, 2015-II, 2016-I, 2016-II, 2017-I Faculty of Engineering. Professor of the module "Resolution of large-scale models of operations research", 2014-II, 2015-II, 2016-II. Faculty of Economics and Business. Lecturer in the module "optimization methods / production management 1", 2014-II, 2015-I, 2015-II, 2016-I, 2016-II, 2017-I, 2017-II Professor of the module "operations and logistics / production management 2", 2014-II, 2015-II, 2016-I, 2016-II, 2017-I Faculty of Engineering. Professor of the module "Resolution of large-scale models of operations research", 2014-II, 2015-II, 2016-II.
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Consultor de proyectos
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Mar 2010 - Dec 2012
Formulation of business plans for small entrepreneurs. Support in defining investment plans for small and medium-sized enterprises. Trainer of entrepreneurship and financial management courses. Formulation of business plans for small entrepreneurs. Support in defining investment plans for small and medium-sized enterprises. Trainer of entrepreneurship and financial management courses.
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Education
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2017 - 2023
Pontificia Universidad Católica de Chile
Doctorado en Ciencias de la Computación (en curso) -
2011 - 2013
Universidad de Talca
Magíster en Gestión de Operaciones -
2006 - 2011
Universidad de Talca
Ingeniero Civil Industrial -
2006 - 2010
Universidad de Talca
Licenciado en Ciencias de la Ingeniería, Ingeniería industrial
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