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kiwikales/README.md

๐Ÿ‘‹ Hi, Iโ€™m Keli

๐ŸŽ“ Computer Engineering @ University of Toronto | Minor in Artificial Intelligence
๐Ÿ’ป Python โ€ข C++ โ€ข Java โ€ข Verilog โ€ข PyTorch โ€ข Embedded Systems
๐Ÿ”ฌ Interested in software engineering, AI/ML, and hardware-software integration


๐Ÿš€ Projects

  • ๐Ÿง  Skin Cancer Classifier (Python, PyTorch)
    CNN ensemble (EfficientNet, MobileNet) with a preprocessing and augmentation pipeline.
    Achieved 85% accuracy and 75% balanced accuracy on the HAM10000 dataset.

  • ๐Ÿ—บ๏ธ Interactive Map Application (C++)
    Google Maps-style application with efficient pathfinding algorithms.
    Real-time data retrieval and rendering using STL and API integration.

  • ๐Ÿงฉ Embedded Systems Puzzle Game (C on RISC-V Soft CPU, FPGA)
    Tower of Hanoi puzzle programmed in C with memory-mapped I/O.
    Integrated VGA graphics and audio feedback on FPGA hardware.

  • ๐ŸŽฎ Digital Logic Arcade Game (Verilog + VGA, FPGA)
    Two-player arcade-style game with real-time scoring and animations.
    Designed in Quartus and tested in ModelSim, achieved 100% grade.

  • โ˜„๏ธ Java Meteor Shooter Game (Java, OOP)
    Interactive arcade game where the player controls a ship to shoot falling meteors.
    Built using object-oriented principles with real-time collision detection.


๐Ÿ› ๏ธ Skills

  • Programming & Design: Python, C++, C, Java, Verilog, Assembly, MATLAB
  • ML & Data Tools: PyTorch, scikit-learn, NumPy, pandas, Matplotlib, torchvision
  • Tools & Simulation: Git, GitHub, VS Code, IntelliJ, Eclipse, Colab, Quartus, ModelSim, LTSpice, Simulink, LaTeX

๐Ÿ“ซ Contact

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  1. kiwikales kiwikales Public

    Showcasing my work in software, AI, and embedded systems