I build human-AI collaboration: AI teams and the systems they deliver. Founder of AGET. PhD. 25+ years building and leading AI organizations at Sony, AT&T, Medable, LegalOn and others, across gaming, e-commerce, government, finance, communications, clinical trials, and legal.
AGET I founded it as an experiment to understand the CLI agent wave. It became an open-source framework for governing fleets of command-line AI agents: each agent keeps its own memory, specifications and lessons, and every outward act passes review gates and a human's approval. 51 releases since Dec 2025. aget.dev · source.
GM-RKB A 48,890-article research knowledge base covering AI, ML, NLP, and data science. Cited in SIGKDD and LREC.
Building governance patterns for human-AI collaboration. Fleet coordination, shared learning, and specification-based development across CLI coding tools.
KDD, CIKM, LREC, ICDM. 3,300+ citations. Area Chair for The Web Conference and ECML-PKDD (2026).