We build systems that work under pressure.
Data engineering, AI pipelines, and the operational infrastructure that keeps them running.
8+ years of combined experience shipping mobile platforms and backend systems in regulated industries — healthcare, logistics, crash detection, streaming. We build AI-assisted workflow tools, RAG pipelines, and full-stack prototypes that go from idea to production.
Hiring?
Our team brings experience across Android, backend, and AI systems. Strong in technical operations, incident triage, and turning recurring failures into durable fixes.
Building something?
We're available for contract work in data engineering, RAG systems, and full-stack prototyping. We ship working software, not slide decks.
Recent Writing
All posts →The 598-Line Ghost
A knowledge system with 22 hooks and 33 skills had a 96% noise rate. The audit found the fix already existed — nobody plugged it in.
The Conversation I Stopped Having
A friend told me she wasn't the audience for AI. It took me an hour to hear her — and by then, the conversation was already over.
Freedom as a Problem
What happens when the ADHD brain achieves total autonomy and discovers that freedom without structure is a dive without a decompression plan.