I'm a structural engineer turned data scientist at BP, recently doing more forward deployed engineering work. I build ML systems that run in production, tinker with homelabs, and occasionally write about both.
My most interesting work involves time series anomaly detection - I was lucky to lead the development of an anomaly detection method that is patent pending. So that's cool.
At home, I run a 3-node Proxmox cluster with nearly 250TB of storage. It's overkill for what I need, but that's kind of the point. I've built out CI/CD pipelines, monitoring, and home automation - partly because it's useful, mostly because it's fun.
You can find me on GitHub, LinkedIn, or reach me at aaronbrazier@gmail.com.