Engineering the
data layer
for intelligence.

I'm the person designing, building, and writing everything at Piston 1 Labs. No team, no agency layer — just one engineer working through data pipeline design, dimensional modeling, and semantic layer architecture in public, and taking on a small number of client collaborations along the way.

The Piston 1 Logs are where I publish findings as I go. The longer-term plan is to turn some of this research into formal papers — starting with the work on dimensional modeling for LLM fine-tuning and semantic layer design patterns already in the logs.