I am an ML infrastructure engineer at Google focused on improving the ML user experience and increasing research velocity. I build agents to accelerate AI research.
I also write AI for Software Engineers to get more engineers involved in AI.
You can find me on X, GitHub, and Substack, or chat by shooting me an email.
Developing an MLE agent with Google DeepMind.
Building an ML research context engine to discover high-impact research directions.
Building developer tooling to streamline ML and research workflows.
Writing AI for Software Engineers (see below).
The most important engineering concepts in AI, distilled to what you need to know. Read by 13,000+ developers.
Read AI for Software EngineersCreated developer tools to improve the bulk inference user experience for Gemini in Ads.
Built analysis tooling to understand the Google Ads ML platform user experience and improve ML developer velocity.
Created a foundational guide to AI for Software Engineers.
Built an asset management service for Microsoft Azure ML pipelines to enable compute and ML asset sharing across users.
Developed open-source hardware monitoring systems in Rust for Microsoft Azure cloud infrastructure security.
Applied convolutional neural networks to MRI to reduce the data necessary for automated image segmentation.
Used sodium MRI to measure muscle function.
Software and technology are user problems. Software designed around the user experience succeeds. Anything else is an uphill battle. This is even more important when building machine learning systems.
The future of AI requires incredible engineers. The impact of AI relies on how well we can apply it. Additionally, we don't truly understand that which we can't build with.
You can just do things, but don't do too much. It's better to take a step back and ensure you're headed in the right direction.
Always be yourself. In work, life, and relationships, everything tends to work out better when you do. Also, everything's more fun with a bit of whimsy.
Ask for help. The best way to get better at something is to learn from others. Most people will be willing to help.
