Teaching
I am passionate about teaching and sharing my knowledge with others. Over the years, I have taught a variety of courses related to data science, optimization, and programming. My teaching philosophy is centered around making complex concepts accessible and practical, enabling students to apply their knowledge in real-world scenarios.
Assistant Professor
- 2025-2026: Machine Learning I. Faculty of Engineering and Business. University of The Americas.
- 2025-2026: Machine Learning II. Master in Data Science. Faculty of Engineering and Business. University of The Americas.
- 2026: Operations Research. School of Engineering. Faculty of Engineering and Business. University of The Americas.
- 2025-2026: Operations Management. School of Engineering. Faculty of Engineering and Business. University of The Americas.
- 2025: Statistics and Probability. IMFE. Faculty of Engineering and Business. University of The Americas.
Adjunct Professor
- 2020-2024: Artificial Intelligence and Data Science with Python, Educación Profesional UC,Faculty of Engineering, Pontificia Universidad Católica de Chile.
- 2019-2024: Python for Machine Learning (online), Faculty of Engineering, Educación Profesional UC, Pontificia Universidad Católica de Chile.
- 2023-2024: Artificial Intelligence, Faculty of Engineering, Universidad Santo Tomás.
- 2020: Deterministic Models, Faculty of Engineering, Universidad Santo Tomás.
- 2019: Stochastic Processes and Simulation, Faculty of Engineering, Universidad Santo Tomás.
- 2015-2017: Solving Large-Scale Models of Operations Research, Faculty of Engineering, Universidad de Talca.
- 2014-2017: Optimization Methods, Faculty of Economy, Universidad de Talca.
- 2014-2017: Operations and Logistics, Faculty of Economy, Universidad de Talca.
- 2013: Simulation of Business Processes, Faculty of Engineering, Universidad Autónoma de Chile.
- 2012-2014: Bachelor's Project, Faculty of Engineering, Universidad de Talca.
Supervision
- 2016: Daniela Fuentealba Dote, Industrial Engineering at Universidad de Talca. Study of losses in the cooling system for COEXCA s.a.
- 2016: Marcelo Aguilera, Industrial Engineering at Universidad de Talca. TPM implementation plan to increase the availability of equipment through lean manufacturing at Codelco Chile, El Teniente division.
- 2015: Cristian Catalán, Industrial Engineering at Universidad de Talca. Application of lean manufacturing tools to increase effective time in civil works for mining developments at Codelco Chile, El Teniente division.
- 2015: David Revillot, Master's Thesis in Operations Management at Universidad de Talca (co-supervised with E. Álvarez-Miranda). Models and algorithms for frozen storage management.
- 2016: Celso Herrera, Master's Thesis in Operations Management at Universidad de Talca (co-supervised with A. Candia-Véjar). Optimizing the Planning of Harvest in the Olive Oil Production.
Short Courses
- 2019: Machine Learning and Geospatial Data Analysis, SII.
- 2024: Python for Business Intelligence, Parque del Recuerdo.
Teaching Assistant
- 2019: Prof. Karim Pichara in (MOOC) Introduction to Data Mining, Faculty of Engineering, Pontificia Universidad Católica de Chile.
- 2018-2019: Prof. Karim Pichara in Approximate Bayesian Inference, Faculty of Engineering, Pontificia Universidad Católica de Chile.
- 2018: Prof. Karim Pichara in Data Mining, Faculty of Engineering, Pontificia Universidad Católica de Chile.
- 2014: Prof. Alfredo Candia-Véjar in Optimization Models and Algorithms, Faculty of Engineering, Universidad de Talca.
- 2013: Prof. Rodrigo Herrera in Statistics, Faculty of Economy, Universidad de Talca.
- 2011-2012: Prof. Alfredo Candia-Véjar in Bachelor's Project, Faculty of Engineering, Universidad de Talca.
- 2011-2012: Prof. Carlos Toledo in Design of manufacturing systems, Faculty of Engineering, Universidad de Talca.
- 2010-2011: Prof. Arturo Troncoso Unwin in Finance, Faculty of Engineering, Universidad de Talca.