projects

things I build to answer a question I care about — and to find out where they break.

open source

FlowCrew

a self-evolving multi-agent architecture built around verify-before-trust

research

Private-Domain RAG

a domain-adapted 3B model that beats the honestly-measured frontier — and where the real ceilings are