Projects

Things I've made — some shipped, some experiments, all learned from.

02 — selected

  • Brain Dump

    2026

    Coming soon.

  • PDAC Detection

    2023

    Two-model pipeline that segments the pancreas in CT scans, then classifies it for early signs of pancreatic cancer.

    Python · PyTorch · U-Net

    [github][paper]

  • Plastic Recycling

    2022

    CNN that sorts photos of drink waste into PET, HDPE, glass and aluminum to speed up recycling.

    Python · PyTorch · ConvNeXt

    [github][paper]

  • LooLines

    2024

    Estimates how busy a Tim Hortons is by counting nearby Bluetooth devices via Bluetooth RSSI.

    Python · Bluetooth

    [site][github]

  • RememberGranny

    2024

    Hackathon app that flags weak passwords with an LSTM classifier and helps generate stronger ones.

    Python · PyTorch · Flask

    [github]