Data Mining, Pattern Recognition, Machine Learning, Signals and Image Processing, Modeling and Simulation, Applied Mathematics.• Mentoring research teams on modelling and simulation and data science projects• Bring support to researchers with the development of mathematical modelling and machine learning techniques• Evaluate new HPC architectures, systems, and software tools to determine best techniques for achieving performance• Participate in research and development activities• Providing HPC technical support, training, and documentation on the use of HPC resources and standard parallel computing technologies• Evaluate and development software for reservoir simulation (oil and gas), petrophysics, seismic data, well log prediction, wellbore physics modelling, signals and images processing, and biomedical applications• Evaluate technologies and software for the Monitoring, Detection and Diagnosis of industrial processes• Evaluate technologies and software based on GPUs for Machine Learning and Deep Learning

Academic AppointmentDept. of Computer Science and Engineering Technology, University of Houston DowntownUndergraduate CourseFall 2019: PC Applications in EngineeringSpring 2020: Statistical and Machine LearningSpring 2021: PC Applications in EngineeringSpring 2021: Statistical and Machine LearningFall 2021: Statistical and Machine LearningSpring 2022: Statistical and Machine LearningGraduate CourseFall 2021: Data MiningSpring 2022: Data Mining

• Mentoring research teams on modelling and simulation and data science projects• Bring support to researchers with the development of mathematical modelling and machine learning techniques• Evaluate new HPC architectures, systems, and software tools to determine best techniques for achieving performance• Participate in research and development activities• Providing HPC technical support, training, and documentation on the use of HPC resources and standard parallel computing technologies• Evaluate and development software for reservoir simulation (oil and gas), petrophysics, seismic data, well log prediction, wellbore physics modelling, signals and images processing, and biomedical applications• Evaluate technologies and software for the Monitoring, Detection and Diagnosis of industrial processes• Evaluate technologies and software based on GPUs for Machine Learning and Deep Learning

Machine Learning Applied to Geophysics

Academic Appointment University of Los AndesUndergraduate CoursesNovember 2008 – September 2010: Professor of Numerical AnalysisNovember 2005 – October 2008: Professor of Modeling and Simulation, Numerical Methods, Machine Learning, Data Mining, Pattern Recognition, Parallel Computing Applied in Sciences and EngineeringGraduate CoursesFebruary 2010 – September 2010: Professor of Data Mining Applied to Electroencephalografics SignalsOctober 2009 – February 2010: Professor of Partial Differentials Equations and Numerical Methods for Fluid Flow in Porous MediaFebruary 2007 – September 2009: Professor of Data Mining TechniquesNovember 2005 – October 2008: Professor of Numerical Methods, Applied Reservoir Simulation, Parallel and Distributed Computing