I build applied AI systems for engineering teams.

My work is applied AI and agentic graph engineering: systems that map how a codebase fits together, and agents that make changes a team can check before it trusts them. These are problems engineering teams have right now, and they are the problems your map is aimed at.

I learned to build before the AI era, writing systems from scratch and shipping software people depended on before LLMs arrived. When the wave hit, it was clear engineers would need help. The tools changed faster than anyone could explain them, and it got harder for a team to tell who was good.

So this is where my time goes. I automate the busywork of a search with the same kind of systems I build, and I plan a map for each engineer around their own goal, so no week goes to work that does not move you toward the role you want.