Dongxia Dong

I recently obtained my master's degree in Statistics from Georgia Tech. I am currently looking for Full Time Software Engineer/Data Scientist/Analyst position starting in Spring 2017. I have solid background in machine learning, data mining, regression models. I am proficient in statistical data analysis, modeling and visualization in R, Python, Matlab and SAS after 2 years professional training in data science. I have a strong background in math and engineering. I have a Bachelor and a Masters degree in Engineering Mechanics and seven years hands-on experience in modeling and analyzing data with different languages including C, Matlab, Mathematica. Also I have rich internship experience in Business Analytics. I like to work with different people. I am always curious about new stuff and ready to learn! Solving different projects on data mining and machine learning satisfies my curiosity for data science and promotes my analytical skills. Quantitative Skills: Data Mining/Machine Learning: LDA/QDA, Nave Bayes, KNN, Tree, Neural Networks, PCA, HMM, Bagging, Stacking, Boosting, MARS, SVM, Random Forest, k Means, Time Series. Text Mining: Information Retrieval, Pattern Recognition, Tagging, Information Extraction, Classification. Deep Learning: Convolutional Neural Networks. Regression Analysis: Linear Regression, Logistic Regression, Generalized Linear Models, Additive Models, Spline, Model Selection and Cross Validation. Algorithms: Gradient Descent, Newton Iteration, Bisection, Alternate Least Square, EM. IT skills: R, SAS, Matlab, SQL, Python,Java, Spark, Hadoop,Hive, Tableau If you are interested in knowing more about me, do not hesitate to contact me! My email address is ddongxia@gmail.com.