Georges J. freelancer experto en MATLAB, Modelado de Datos, Interpretación de los datos

Georges J.

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Programación y Tecnología

Sobre mí
I am a System Engineer (specialized in Operations Research and Optimization, graduated with the Magna Cum Laude distinction), MSc in Statistics and PhD in Applied Sciences (Engineering), with experience in industrial, commercial, Government and academic environments. Since 2002, I am a Professor, Researcher and Thesis Tutor in the following fields: Statistics, Optimization, Data Mining, Machine Learning, Artificial Intelligence, Operations Research, Systems Engineering, Automatic Speech Processing and Computing. Also, I have 25 years of experience in software development and IT Support.

Overall, these are my skills (with strong experience and advanced theoretical knowledge): Classification (Support Vector Machines, Artificial Neural Networks, Discriminant Analysis, Logistic Regression, Naïve Bayes, Decision Trees); Forecasting (Support Vector Machines, Artificial Neural Networks, Linear Regression Models); Time Series (ARIMA, Transfer Functions, GARCH, Support Vector Machines, Neural Networks); Pattern Recognition (Hidden Markov Models, Time-Line Hidden Markov Experts, Mixture of Experts); Clustering (K-means, Hierarchical Method, Fuzzy K-means); Other Statistical Approaches or Fields (Survival Analysis, Principal Component Analysis, Factor Analysis, Generalized Linear Models, ANOVA, Design of Experiments, Probability Theory, Statistical Inference, Stochastical Processes, Sampling); Machine Learning (Support Vector Machines, Artificial Neural Networks, Association Rules, Decision Trees, Hidden Markov Models); Operations Research (Queueing Theory, Inventory Models, Decision Analysis, Game Theory, Project Management); Optimization (Linear, Nonlinear, Integer, Quadratic and Dynamical Programming, Network Optimization Models, Classical Methods, Search Methods); Metaheuristics (Genetic Algorithms, Simulated Annealing, Tabu Search); Automatic Speech Processing (Automatic Speech Recognition, Automatic Speech Segmentation, Language Models, Hidden Markov Models, Machine Learning, Artificial Intelligence); Computing (Databases, Information Systems, Programming, C++, Matlab, R, SQL, Visual Basic) and Technical Software (Software for Statistics, Mathematics, Optimization, Data Mining, Machine Learning and Operations Research: R, Matlab, SAS, SPSS, Minitab, Excel, Lingo).
Historia laboral
    Professor. Department of Systems Engineering. University of Los Andes, Mérida-Venezuela, September 2002 - present. Current Position: Associate Professor.

    Information Systems Developer and Consultant. Consein C.A. (Microsoft Partner in Caracas-Venezuela), February 1, 1999 - February 28, 2001.

    IT Technical Support. Zona Libre, Cultural, Científica y Tecnológica del Estado Mérida (ZOLCCYT), Mérida-Venezuela, April 1, 1998 - July 31, 1998.

    Teaching Assistant. Laboratory of Advanced Computing, University of Los Andes, Mérida-Venezuela, May 15, 1995 – October 31, 1998.

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