Jan Marchan
A Canadian software engineer with plenty of interests.
Projects
My current programming interests lie in machine learning, especially text-to-image generation using Stable Diffusion. I'm currently learning how to train, finetune, and merge photorealistic models, as well as generate images.
A simple implementation of Stable Diffusion using the Replicate API. This project is a small sample of working with Stable Diffusion client-to-server instead of just running locally. Currently working on setting up a dedicated server for Stable Diffusion in AWS.
Notes
This is a small archive of lecture notes of the math classes I've taken during my time at UTSC. I really enjoy the tcolorbox environment. I've made many more notes, but it was only in my final year that I organized my lecture notes into such a textbook style single document. Before that, it was individual PDFs for each lecture!
Hobbies
Photography
Gear
Fujifilm XE-1. XF 18-55mm f/2.8-4 R LM OIS Lens (the kit lens). Pergear 25mm f1.8 (a third party fixed lens).
Music
Been making electronic music as a hobby for a decade using Ableton.