Location: 36.78°N 119.42°WUSA
USA_FIELDS
Agricultural field segmentation from aerial imagery, benchmarking DINOv3-pretrained ConvNeXt encoders. Research at the Multimedia Research Centre.
Built with: PyTorch Lightning · Optuna · timm
Mission index
Projects
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36.78°N 119.42°WUSA_FIELDS · USA
Location: 47.32°N 5.04°EACDC cardiac MRI, Dijon
Computer Vision Coursework
U-Net cardiac MRI segmentation, YOLOv8 detection, and GANs, VAEs and diffusion models built from scratch (CMPUT 328).
0.902 IoU · 0.98 mAP@0.5
Built with: PyTorch · YOLOv8 · U-Net
Location: 53.55°N 113.49°WEdmonton
EDSS Navigator
Cross-platform app for the Edmonton Down Syndrome Society. Owned the UI/UX from Figma to React Native, set up the team's CI, built the admin login.
65+ of 142 automated tests written · 18 user stories across 5 epics
Built with: React Native · FastAPI · Firebase · AWS
Location: 53.52°N 113.53°WUniversity of Alberta
pLUCK
Android event lottery app, built by a team of six.
- Twitter CLI Clone7-table normalized SQLite schema, raw SQL, ~1,200 linesBuilt with: Python · SQLite(GitHub, opens in a new tab)
- Ray TracerSphere renderer written in C with no external librariesBuilt with: C(GitHub, opens in a new tab)
- AI Crypto Trading AssistantHackathon, team of 4. I built the dashboard, stock chart and trade panelBuilt with: React · Tailwind(GitHub, opens in a new tab)