Tutored weekly tutorial sessions, held office hours and marked assignments and exams throughout the semester for the following courses:• Math 1010, Calculus I for Engineering• Math 1020, Calculus II for Engineering• Math 2050, Linear Algebra for Engineering• Math 2070, Numerical Methods for Engineering• Phy 1010, Physics I for Science• Phy 1020, Physics II for Science• Phy 3060, Fluid Dynamics

• Derived mathematical models to improve computational methods for image processing regarding denoising and super resolution image reconstruction.• Extended, implemented and optimized these enhancement algorithms in MATLAB and Python.• Validated efficiency of algorithms on digital images such as MRI, CT, natural images, etc.

Project Title: Creating a standardization variable to assist Law Enforcement in Classification of a firearm as lethal or non-lethal.• Invented, modeled and tested a standardization measure to assist law enforcement in classification of firearms as lethal or non-lethal.• Operated a digital high-speed camera and corresponding software for data analytics.• Designed a variety of Standard-Operation-Procedure manuals and experimental guidelines for future research members. Research Showcase Award: First place for Faculty of Science Student Research Showcase 2015

• Constructed, improved, debugged and executed scripts for various analytic requirements utilzing Python and bash.• Described and presented implementation, theory and results to colleagues with and without previous experience in data analysis.• Compiled and analyzed trends for databases (XML, JSON).• Implemented and performed a variety of data science and machine learning methods (Support Vector Machines, Neural Nets) for analysis, prediction and clustering. • Drafted, wrote and designed training panels to assist future employees in understanding various data analysis methods and graph theory applications.

• Wrote, debugged, implemented and simulated a variety of coarse-grained models to investigate polymer-nanopore translocation dynamics in TCL using ESPResSo software package.• Prescribed serial and parallel computing techniques using large scale computer clusters (SHARCNET, WestGrid).• Utilized Visual Molecular Dynamics (VMD) software to visualize polymer-nanopore dynamics.• Implemented, coordinated and designed code to perform statistical measures exclusive to polymer physics using C++.