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Matthew Lam I'm a second-year Engineering Science student at the University of Toronto. I'm interested in hardware/software co-design for computer vision, imaging and communication systems. I'm equally interested in electrochemistry for clean energy. I'm also part of the RF Communications subteam at the University of Toronto Aerospace Team - Space Systems. |
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Projects |
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Convolutional Neural Network for Fashion-MNIST Classification
Personal project Jun. 2025 GitHub This is was my first computer vision project as well as my first ML project. It consists of a convolutional neural network that classifies images of clothing items. It is trained on the Fashion-MNIST dataset.
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Matboard Beam Bridge Design Project
Team project with Jeffrey Zhu and Riley Ellison / CIV102 Course Project Nov. 2025 Project overview / GitHub Matboard beam bridge spanning 1200 mm and withstanding a 580 N load from a rolling toy train. We wrote a Python script to calculate factors of safety of our design, and predict how well our bridge would perform during testing.
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Effect of Increasing Ionic Concentration on the Rate of Water Electrolysis
Personal project / International Baccalaureate (IB) Chemistry Exploration Nov. 2024 - Feb. 2025 Full project report I designed and ran a water electrolysis experiment to determine the effect of varying NaOH concentration on electric current & rate of H2 production.
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Comparison of Interpolation Methods for Image Resizing
Personal project / International Baccalaureate (IB) Mathematics Exploration Sep. 2024 - Jan. 2025 Full project report Comparison of nearest-neighbor, bilinear, bicubic and bicubic spline interpolation methods for image resizing. I applied these interpolation methods to an image in MATLAB, then compared results visually & with mean squared error. Note: this report was originally written in French, then translated to English.
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Modeling Sensory Dissonance of Musical Intervals
Personal project / International Baccalaureate (IB) Extened Essay Feb. 2024 - Sep. 2024 Detailed project overview Exploration of models of musical consonance based on frequency ratio, beating & roughness, including William Sethares’s model from Tuning, Timbre, Spectrum, Scale (1999). Illustration of a model using FFT in MATLAB to compute frequency spectra of my own recording. This project was adapted from my International Baacalaureate (IB) Extended Essay.
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This website is adapted from / based on Jon Barron's website with permission. Here is the source code for Jon Barron's website. |