Recent Projects

Still a work in progress, more projects to come soon! Click on the images to learn more

yolo

Image Popularity Prediction

  • I built an end-to-end machine learning system that predicts whether an image will be popular based on visual features.
  • Used YOLOv11 to detect objects and compute spatial distributions across a 3×3 grid
  • Engineered color statistics (RGB mean / variance) from raw pixels
  • Trained and compared Random Forest and LightGBM models
  • Deployed an interactive Streamlit web app for real-time inference and model interpretability
  • Tech: Python, OpenCV, YOLO, LightGBM, scikit-learn, Streamlit

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    A silly fishing game where Terry the cat captain and his crew use rope nets to catch fish! Made for the 2025 GMTK Game Jam.

    Dawn Runner Rocket Engine Firing

    Documentation of Dawn Runner, a hybrid rocket engine developed by our student team of six, including design overview, engine performance, and construction details.