Aly Elsayed Email & Phone Number

Toronto, ON, CA

Calgary, Alberta, Canada

• Implemented efficient graph neural networks in point cloud processing.
• Explored accelerated graph neural networks using early exiting algorithms and multi-branching.
• Conducted literature review on graph neural network applications in wireless systems and radar datasets.
• Implemented efficient deep learning architectures, specifically models processing point cloud data using pruning.
• Implemented early exit algorithms for accelerated graph neural network architectures (increased inference speed) without harming accuracy using PyTorch.
• Designed customized early exit training and inference algorithms.

Calgary, Alberta, Canada

• Performed hardware troubleshooting and fixing of circuit boards using SMD soldering.
• Conducted failure analysis on MB controllers including customer returns and new production controllers.
• Proposed corrective actions for internal processes including ESD process and production assembly/testing instructions.
• Performed power and temperature validation and verification testing using RTD, wattmeter, datalogger, oscilloscope, and current clamp.

Calgary, Alberta, Canada

• Educated third-year physics students in: Interrupts, Capacitive Sensing, Serial Interfacing, Wave Generation, RLC/Active Filters, Aliasing, Sampling, Op-Amp/Semi-Conductor Circuits, Transformers.
• Provided assistance in: Operation of Function Generators and Analog Oscilloscopes, Interpretation of Circuit Diagrams, Reading Datasheets, Building and Troubleshooting Breadboard Circuits.