Academia

Parallel power iteration with MPI, featuring custom C++ matrix and vector classes, and left stochastic matrix generation using a Bernoulli distribution with a configurable seed.

Application of convolution kernels such as sharpening, blurring, edge detection to grayscale images in parallel using MPI.

A finite element method based solver for a mathematical model of heat-transfer comprised of a coupled system of conduction and radiation.

Demonstrative project to construct a locally weighted regression based gradient boosting machine to predict material properties.