Xiaolin Xiao

Background

About Xiaolin Xiao

I have more than 10 years experience in data analysis and developing efficient computational models/algorithms for different computational problems. My general interest include Data Statistics & Analysis, Bioinformatics, Data Modelling, Data Management, Algorithms Design, Analysis & Optimization, Complex Network and Computational & Systems Biology. I have 2 degrees (M.Eng. and B.Sc.) in Computer Science and obtained my PhD in Mathematics. I can help you with- Data Analysis (especially large-scale complex datasets modeling and analysis)- Machine Learning, Data Mining & Pattern Recognition- Programming and Software Developing (High proficiency in mainstream programming languages, such as C/C++, Matlab, R, Java, SQL, Python)- Bioinformatics- Algorithm Development- Algorithm Analysis & Optimization- Mathematical/Statistical Models- Numerical Analysis- Statistical Methods & Tools (e.g, Nonparametric Statistics, Bayesian Statistics, Probabilistic Graphical Models, Hypothesis Test Design, etc.)- Systems Biology- Teaching- Tutoring- Scientific Presentation- Interdisciplinary CollaborationI am an experienced programmer (primarily Matlab and R, and also familiar with other programming languages such as C/C++, Java, Python, Visual Basic, SQL and etc.). I am also experienced in large-scale data analysis and data management. I am familiar with different operating systems (e.g, Unix/Linux, Windows, Mac OS), statistical models/tools and the bioinformatics resources/tools (e.g, David, ENCODE, Ensemble, GSEA, Cytoscape, The relevant Matlab toolboxes and R packages). In addition, I have a lot of teaching experience (e.g, giving lectures, delivering tutorials/labs, marking, supervising, etc.). In summary, I have demonstrated skills in writing, programming, publication and presentation. From the training courses during my studies and my employment history, I also gained a lot of communication, collaboration, teamwork, management and leadership skills.