Side Projects

I wanted to build a pronunciation coaching AI and tried training Google's Gemma 3n locally on my M4 Pro MacBook. After multiple attempts and memory errors, I learned that even 48GB of RAM isn't enough. Here's what I tried and why I'm moving to Vertex AI.

I often use AI while reading on my Kindle, but there wasn't an easy way to ask questions without switching devices. Here's how I built Kindle-ChatGPT, a browser-based AI assistant optimized for e-ink displays that runs entirely on your Kindle.