Andrés Felipe Zambrano Jacobo
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Bogota D.C., Colombia
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Project Assistant / ResearcherUniversity of Los AndesJul 2020 - Current (4 years 11 months)- Mathematical and computational analysis of research projects using artificial intelligence techniques.- Researching AssistantUniversity of Los AndesJul 2019 - Jun 2020 (1 year)- Execution and advice on research projects related to artificial intelligence and machine learning.
- Teaching Assistant of Control TheoryUniversity of Los AndesJan 2019 - Jun 2019 (6 months)- Teaching the practical component of the fundamentals of control systems theory to more than 150 students.
- Undergraduate Teaching AssistantUniversity of Los AndesJul 2017 - Dec 2018 (1 year 6 months)- Teaching calculus, physics, programming, and fundamentals of electrical and electronics engineering to 20 first-semester students. - Teaching and evaluation of 20 master's students in Engineering in the Stochastic Processes course.
Education
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- Master of Electronic and Computers EngineeringUniversity of Los AndesJan 2019 - Jun 2020 (1 year 6 months)
- Bachelor of Electronic EngineeringUniversity of Los AndesJul 2014 - Dec 2018 (4 years 6 months)- Cum Laude Honors
- Bachelor of Electrical EngineeringUniversity of Los AndesJul 2014 - Dec 2018 (4 years 6 months)- Cum Laude Honor
Awards
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- Second Place Otto de Greiff AwardUniversidad NacionalDec 2019Award for the second-best undergraduate thesis in Colombia of the year 2018 in the category of applied technologies.
- Electrical Engineering Cum Laude HonorUniversity of Los AndesApr 2019A distinction for high academic performance, Top 3% GPA of his class for the past five years.
- Electronic Engineering Cum Laude HonorUniversity of Los AndesApr 2019A distinction for high academic performance, Top 3% GPA of his class for the past five years.
- Ramon de Zubiría Award 2018University of Los AndesJun 2018Best GPA on the Department of Electrical and Electronic Engineering until December 2017.
- Ramon de Zubiría Award 2017University of Los AndesJun 2017Best GPA on the Department of Electrical and Electronic Engineering until December 2016.
- EBachilleres por Colombia 2014 AwardEcopetrol S.A.Jul 2014Scholarship for undergraduate studies in Colombia. Award for the best students in high school in Colombia.
Publications
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- Deep Learning-Based Portable Device for Audio Distress Signal Recognition in Urban AreasUniversity of Los AndesJan 2020 - Oct 2020 (10 months)Real-time automatic identification of audio distress signals in urban areas is a task that in a smart city can improve response times in emergency alert systems. The main challenge in this problem lies in finding a model that is able to accurately recognize these type of signals in the presence of background noise and allows for real-time processing. In this paper, we present the design of a portable and low-cost device for accurate audio distress signal recognition in real urban scenarios based on deep learning models. As real audio distress recordings in urban areas have not been collected and made publicly available so far, we first constructed a database where audios were recorded in urban areas using a low-cost microphone. Using this d
- Solar irradiance forecasting models without on-site training measurementsUniversity of Los AndesJul 2018 - Jun 2020 (2 years)- Otto de Greiff Award Much effort has been made to increase the integration of solar photovoltaic (PV) systems to reduce the environmental impacts of fossil fuels. An essential process in PV systems is the forecasting of solar irradiance to avoid safety and stability problems due to its intermittent nature. Most of the research has been focused on improving the prediction accuracy based on the assumption that enough on-site training data are available. However, in many situations, it is required for the implementation of PV systems in locations where not enough solar irradiance measurements have been collected. Our hypothesis is that measurements from other sites can be used to train accurate forecasting models, given an appropriate defini
- Donation Networks in Underprivileged CommunitiesUniversity of Los AndesJul 2018 - Nov 2020 (2 years 5 months)- Google Research Award for Latin America Individuals who have very low income and belong to an underprivileged community have a challenging task when managing their financial life, typically due to negative unpredictable events and lack of health and financial services. Cooperation strategies based on savings and credits are becoming a very important option for these communities to address such challenges and to have some level of financial stability. Since designing new cooperation strategies takes a significant amount of time and effort, computational tools have been recently introduced to simulate and evaluate communities that implement these financial cooperation schemes. In this article, based on the theory that underlies these comput