Jasper
PhD Student at Baker Lab
Hi! I’m a PhD student at the Baker Lab in the Paul G. Allen School. I develop protein design methodologies to solve disease and climate change. I obtained my Master’s in 2024 from Oxford in chemistry, specialising in generative models for amorphous materials for my thesis. Collected tensors is a small ensemble of essays within ML; although a work in progress, I’ve found it a nice outlet for some unshared thoughts and getting some writing practise in. Also, check out my links, CV and whatnot here. -Jasper
Recent Essays
All essays →
On building diffusion models
With this article, I wanted to share to share some of the experiences we had building RFD3, and how this project changed the way I thought about building generative models to solve real world problems.
From Matrices to Transformers
Here, we take a brief look at some of the interpretability work for the transformer architecture, mainly based on anthropic's thread on intepreting information circuits within transformers. We build up an intuition for how information is propagated through transformer models through matrix multiplication and further ground intuition by introducing the Kronecker product notation.
Introduction
This blog consists of a small collection of projects of mine that I've turned into readable articles. Here, you'll find everything you need to know about the blog!