Hey, I'm Sophia.
I'm a security engineer based in NYC who spends most of my days building the pipes, tools, and interfaces that help security teams surface relevant information in mountains of telemetry. I enjoy working on projects that sit right at the intersection of data engineering, data science, and cybersecurity.
I started this site because I wanted a place to share projects I'm working on, things I'm learning, and thoughts on the tools and problems I find interesting. I also want to show what I am capable of and my thought process as I figure stuff out. Mostly, I just like building things and I'd rather do it where people can follow along.
Patent
Alert reduction using machine learning scoring
Myself and some other amazing folks were granted a patent (published in 2026).