Recent posts

Dagster ETL for Managing YT-DLP

8 minute read

I use an ETL tool, Dagster, to orchestrate YouTube downloads. While this setup might be overkill for most, I decided to experiment with it since I already ha...

Minimal set-up for serving EXLV2-formatted LLMs

1 minute read

I have been working on a side project with an LLM integration, which someday I will share more about. As part of this project, I have been experimenting with...

Deep Learning Rig Build-out

6 minute read

I decided to build a deep learning / LLM rig. I have been able to get by training and running inference on smaller models on my RTX 2070 GPU from my desktop ...

My first Kaggle competition in 10 years

5 minute read

TL;DR I built a deep CNN model to predict tackle probability, which I used to evaluate tackle efficiency. Although I did not win the competition, I had a fun...