Gabor Melli, PhD
AI systems. Knowledge infrastructure.
20+ years building and leading at the intersection.
AI systems. Knowledge infrastructure.
20+ years building and leading at the intersection.
I build AI teams and the systems they deliver. Currently at LegalOn Technologies as VP of AI. Previously, founded PredictionWorks. Co-founded Summba. Have built and led AI organizations at Sony, AT&T, Medable, and other technology companies, building and scaling AI teams across gaming, e-commerce, government, finance, communications, clinical trials, and now legal. Build to understand. Keep building if it demonstrates outcomes.
Published in KDD, CIKM, LREC, and ICDM. 3,200+ citations. Currently Area Chair for The Web Conference and ECML-PKDD (2026). Previously SIGKDD Information Director for seven years. 2013 SIGKDD Service Award.
AGET (2025 -)
Started as an experiment to understand the CLI agent wave. Became a framework for managing fleets of command-line AI agents. Each agent has its own identity, memory, and evolution history. Currently at ~v3.8, running 20+ specialized agents across social media, infrastructure, content, and analytics.
GM-RKB (2007 - ~2025)
Started as a personal study wiki. Grew into the Gabor Melli Research Knowledge Base, a 48,890-article knowledge base covering AI, machine learning, NLP, and data science. Cited in SIGKDD and LREC. Paused manual curation when I realized the work could be automated, which led to AGET.