Jason has built search and recommendation systems for the past 6 years. He has consulted and advised a dozens startups in the last year to improve their RAG systems. He is the creator of the Instructor Python library.

Andy is the founder and CEO of Emerge Haus, one of the fastest-growing AI consultancies helping mid-market firms adopt generative AI at scale. As a product leader and AI engineer, Andy draws from over a decade of experience bridging cutting-edge AI systems with enterprise impact. Today, Andy advises executive teams on LLM adoption, AI agent design, and ROI-first transformation strategies.

Vignesh is an independent consultant working on Applied AI. He works with companies to get AI shipped to production within 30 days. He also helps upskill engineering teams on AI usage. Previously he was one of the first engineers at Drift (acquired $1.2b). Read testimonials at https://nila.is.