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Selected work

Projects

A selection of things I’ve built across machine learning, creative coding, and engineering.

Image Popularity Prediction Streamlit interface

Machine learning · Computer vision

Image Popularity Prediction

An end-to-end computer-vision pipeline that predicts image popularity using object detections, spatial features, and color statistics.

  • Processed roughly 20,000 images with YOLOv11
  • Compared Random Forest and LightGBM models
  • Deployed an interactive Streamlit application
PythonYOLOv11LightGBMOpenCVStreamlit
Try the app
Terry’s Fishing Adventure game banner

Creative coding · Game development

S.S. Catnip

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

  • Designed and built under a game-jam deadline
  • Combined programming, illustration, and interaction design
  • Published as a playable game on itch.io
Game JamGodotGDScriptIllustration
Play the game
Dawn Runner hybrid rocket engine during a static fire test

Engineering · Technical documentation

Dawn Runner Rocket Engine

Documentation of Dawn Runner, a hybrid rocket engine designed and constructed by our six-person student team.

  • Contributed to engine design, construction, and testing
  • Documented performance calculations and subsystem decisions
  • Completed a successful static-fire test
RocketryEngineeringTechnical WritingTeam Project
Read the report