Hi, this is Jeffrey. Welcome to my latent space :)

I am a full stack data scientist with a passion for machine learning. This blog is designed as a means to digest the new things I am learning and to share them with others, like you, in the hopes that my ramblings are helpful to you as well. You can expect the content to mainly revolve around deep learning, especially recent developments in NLP as well as practical applications of LMs & LLMs and production deployments. There might also be topics on classical ML , MLOps (fastai, docker etc.), software engineering in Python, Linux/Mac, frontend technologies (TS/JS, react etc.), Neovim, or other programming languages. I've just started a series on Huggingface transformers, my favorite library.

I've just started a series on Huggingface transformers, my favorite library. Huggingface is the cornerstone of open-source ai developments and everyone should know how to leverage their ecosystem. The plan is to start simple and go really deep until we cover things like LoRa and quantization. There will be a parallel series of CUDA development and the plan is they will at some point converge when we talk about custom kernel development :)