Director Data Science Institute & Professor,
Universidad San Francisco de Quito
( 2016 - Hasta el presente ) |
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| Teaching, research and projects | |
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Seminar Leader,
The University of Manchester
( 2015 - 2016 ) |
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| Course: “Decision Modelling for Resource Management”, this course is focussed on the solution of real-world problems through optimization | |
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Quality Management Regional Analyst,
Nestlé
( 2010 - 2011 ) |
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| High and ultra performance liquid chromatography (HPLC y UPLC) expert, responsible for liposoluble vitamins for Ecuador, Colombia y Venezuela | |
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Research Assistant,
Technische Universität München
( 2009 - 2009 ) |
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| HPLC, micro y ultra filtration | |
| 2022 Ajuste interactivo de parámetros para meta-heurísticas de optimización bi-objetiva |
| 2022 Data-driven Decision Making: Desarrollo Automático de Herramientas para Tomar Decisiones |
| 2022 Inteligencia artificial: ¿ciencia o ficción? |
| 2022 Toma de decisiones basada en datos |
| 2021 Artificial Intelligence: Limits and Challenges |
| 2021 Incorporating decision-maker's preferences into the automatic configuration of bi-objective optimisation algorithms |
| 2021 Interactive parameter tuning of bi-objective optimisation algorithms using the empirical attainment function |
| 2020 Incorporating Decision Maker\'s Preferences into the Automatic Configuration of Bi-Objective Optimisation Algorithms |
| 2020 Software open-source - Incorporating Decision-Maker\'s Preferences into the Automatic Configuration of Bi-Objective Optimisation Algorithms |
| 2018 Integrating meta-heuristics, simulation and exact techniques for production planning of a failure-prone manufacturing system |
| 2017 Evolutionary robust optimization in production planning–interactions between number of objectives, sample size and choice of robustness measure |
| 2016 Multi-Objective Formulations for Robust Optimization |
| 2016 Simulation-Based Optimization for Production Planning: Integrating Meta-Heuristics, Simulation and Exact Techniques to Address the Uncertainty and Complexity of Manufacturing Systems |
| 2015 Implicit and explicit averaging strategies for simulation-based optimization of a real-world production planning problem |
| 2014 Linear Programming Applied to Production Planning of Manufacturing Processes |
| 2014 Simulation-based GA optimization for Production Planning |
| 2010 Eficiencia de las pruebas discriminatorias para reportar diferencias cuando se utilizan consumidores ecuatorianos |
Business Analytics, Machine Learning, Multi-Objective Optimization under Uncertainty, Simulation-Based Optimization, Automatic Design and Configuration of Evolutionary Algorithms, Seeding in Evolutionary Algorithms, Robust Optimization and Matheuristics, Modelaje y Optimización de Sistemas Complejos, Gerencia de Producción, e Investigación de Operaciones