Implementation from scratch of a Path tracer for global illumination. Scenes include MIS on Veach's experiment, Stanford Bunny, and Cornell Box.
Global Illumination
Monte-Carlo
NEE
Multiple Importance Sampling
Lagrange Interpolation Polynomials
Automate using MATLAB program for building Legendre polynomials with user inputs on nodal point location.
Polynomial interpolation
Gaussian quadrature
DGM
Turbulence Modeling with Tensorflow
MASc research on artificially intelligent turbulence models built using direct numerical simulation.
Machine Learning
TKE Transport Equation
RANS
Computer Vision - CIFAR-10
Supervised classification model was designed and validated in order to perform an image classification task on the CIFAR-10 dataset [Krizhevsky et al., 2009]
Convolution Neural Network
LeNet
ResNet
Text Data Classification
Experimenting various model performance on textual data classification with 20newsgroups [Lang,1995] & IMDB movie review dataset [Maas et al., 2011]
TF-IDF
spaCy
SciKit-Learn
Naive Bayes from scratch
Explored 4 dataset - Ionosphere (Sigillito et al., 1989), Adult (Kohavi, 1996), Abalone (Nash et al., 1994) and Seeds (Charytanowicz et al., 2010).
Naive Bayes
Machine Learning
GitHub
CFD Simulations
Selection of numerical and fluid simulation written in MATLAB. Isentropic vortex, 2D inviscid cylinder, multidimensional diffusion, lid-driven square cavity flow.
MATLAB
Discontinuous Galerkin
FDM
Arctic Fox - Capstone Project AERO 490
Preliminary Conceptual Design of an arctic cargo plane with the mission to deliver consumer and commercial goods such as food, clothing, fuel and potentially vehicles to Canada’s northern remote communities
Aircraft Design
Stability
NCADE
V&V