Machine Learning Blog | Some short posts on various topics in machine learning research, both to share my knowledge and to improve my understanding by penning my thoughts.

👋 Welcome to my blog!

Hi, this is Charlie. I’m documenting my notes and some small writeups in this blog. I’m currently working on a research team at Xapien specialising in Language Model interpretability, performance and operations.

Sorry in advance for all of the grammar mistakes, hopefully it’s all legible!

Posts

Jun 22, 2024
Model and Computational Complexity
Mar 23, 2024
Towards Robust Reasoning in Language Models via Mechanistic Interpretability: A research proposal
Nov 25, 2020
The Mathematics of Deep Learning Optimizations- part 2
Nov 5, 2020
The Mathematics of Deep-learning Optimisations- part 1