Projects

Laptop open on a table

waiting for uber in Calgary

GPT from scratch, by hand

Python, PyTorch  ·  github

    Finished with backprop and MLP layer, working on weight initialization

Merj — CalHacks 2025, 1st Place

Git, Bash, Python, Chroma, JavaScript  ·  devpost  ·  github

    A CLI tool for context and user intent aware merge conflict solutions. Won developer track and CodeRabbit later adopted Merj to production.
View of the Bay Bridge from an office window

view from CodeRabbit's office

Banana-bot Discord help page

help page and commands

BananaBot

Python, SQLite, Heroku  ·  github

    My first coding project - a little discord bot I built during Covid. Deployed in 60+ servers
    Built without AI and with StackOverflow :)