Building production AI systems that drive real business impact
Designed and implemented a dual multi-agent architecture combining real-time conversational intelligence with autonomous nightly analysis, processing billions of advertising data points to surface actionable insights. Achieved $40M in attached OKRs and drove immediate $2k/day spend increase.
Led the architecture and implementation of a multi-agent LLM system that transformed a statistical negotiation bot into an intelligent conversational agent, resulting in $4.5M in incremental vendor income and 50% reduction in human-assisted negotiations.
Built an enterprise self-service platform that democratized AI chatbot deployment at Target, reducing time-to-deployment by 99.8% and enabling 2,000+ production chatbots including Gyde, used by hundreds of developers daily.