Welcome!

This is my personal space on the web.

Hi, I'm Wellington. Currently, I'm a Senior Software Engineer at OneRail and co-founder of Noble Base.

This is my personal blog where I mostly write about programming and generative AI, but also sometimes general career advice and thoughts on the future of work.

Feel free to explore my blog posts, check out my projects, or learn more about me.

Recent Blog Posts

9/3/25

From Curiosity to Research Pt. 4 - Understanding Transformers and Transformer Circuits, with a surprise curveball!

Covering the papers and my thoughts as I'm studying the foundations of transformers and their place in mechanistic interpretability.

careerllmaimachine learningresearch

8/30/25

From Curiosity to Research Pt. 3 - A Change in My Study Strategy, Embracing Active Learning

I started with a top down approach to studying, but I realized how terrible that was for my learning style, so I switched it up.

careerllmaimachine learningresearch

8/22/25

From Curiosity to Research Pt. 2 - The curriculum I've built to explore mechanistic interpretability

Covering the curriculum I've built for myself to explore mechanistic interpretability in neural networks.

careerllmaimachine learningresearch

8/18/25

From Curiosity to Research Pt. 1 - From Using LLMS to Understanding The Internals

Covering the journey from initial curiosity about neural networks to a deeper understanding of how they make decisions.

careerllmaimachine learningresearch

4/18/25

A new blog, a new set of goals, and a new company

First blog post of the year

generallife

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