Computing languages Python, Matlab, Mathematica, R, Java, Comsol, C++, JMP, SAS, Spark

Mathematical techniques

Ordinary differential equations, stochastic differential equations, differential algebraic equations, mixed differential equations; Multivariate calculus, linear algebra

Computational techniques

Flux balance analysis, flux variability analysis; Global and local optimization; Parameter estimation, kinetic modeling, population modeling, protein-protein interaction modeling, gene expression and control modeling; Algorithm development and design;

Statistical techniques Bayesian statistics, Data mining, linear and nonlinear regression, parameter selection, categorization, clustering

Big Data-related skills Statistical techniques; Parallel computing (Matlab, R); GPU computing (CUDA in Matlab, R); Data sorting and large data set manipulation; Graphics (heat map, contour map, 3D graphics, 2D and 3D animation); Data mining; Matrix manipulation, High Performance Computing (Matlab); Database handling (Matlab, Python, Spark)

Engineering-related skills Linux; Raspberry Pi setup and extension; RPi programming (including motors, automatic imaging); COMSOL microfluidic device design and fluids simulation

Application development Graphical user interface design and implementation (Matlab, R), web application development (R Shiny); Virtual machines

Other skills Latex, vector graphics in Latex;