• Research student at Toronto Rehab Institute in the T-CAIREM summer program for AI research in medicine• Develop Unity AR application for HoloLens 2 for customized hand rehabilitation

• Experiment with novel methodologies and algorithms to improve on existing NLP solutions• Analyze data, draw meaningful conclusions, and assist in developing solutions to help drive profitability and/or growth

• Assist students with lab assignments involving development on the Intel DE1-SoC board using Intel Quartus Prime software• Skills: FPGA, teaching, marking

• Developer on signals subteam of brain computer interface (BCI) project for post-stroke rehabilitation• Create scripts to process and classify EEG signals using neural networks for a video gaming system• Skills/Libraries: Python, Tensorflow, Keras, scikit-learn, NumPy, matplotlib

• Lead tutorials on topics including: recursion, finite- and push-down automata, and Turing machines• Assist with marking assignments and administrative tasks• Skills: teaching, marking, discrete math, Microsoft Teams

• Co-drafted manuscript on analyzing the effectiveness and implications of using existing nursing assessments to measure frailty in kidney transplant recipients• Awarded one of three $1000 prizes for summer research presentation contest at Annual Summer Research Day symposium• Created a prototype of a virtual exhibition to raise awareness of organ transplantation among youth on Figma• Skills: manuscript writing, data analysis, project management, research, presentation, Figma

• Supported 30+ first-year students in their lab groups• Provided assistance with sketching, computer-assisted design and programming concepts• Skills: teaching, marking, Python, Autodesk Inventor, Microsoft Teams

• Created and voiced 6 educational video-module series covering various sections of the Ontario Math curriculum for Grades 11 and 12• Facilitated tutorial sessions to work through problems with students in real time • Directed a presentation and Q&A through Microsoft Teams to an audience of over 300 students• Skills: calculus, linear algebra, iMovie, PowerPoint (animation), OneNote, Audacity, Microsoft Teams

• Maintained and organized patient information within the filing system• Assisted in preparing patient files prior to their scheduled appointments to ensure smooth workflow• Regularly checked and restocked inventory of eye-care products• Performed optical pre-tests on patients including: auto-refractor test, eye puff test, and corneal topography imaging