Donné Stevenson

Paul van der Boor, VP AI at Prosus Group, and Donné Stevenson, Machine Learning Engineer, dive into the fascinating world of the Token Data Analyst agent. They discuss the agent’s seamless integration into production, overcoming challenges like LLM overconfidence and query accuracy. The duo explores the importance of modular architecture for enhanced interaction and the hurdles of SQL queries amidst unclear definitions. Their insights into structured reasoning models promise a brighter future for data analysis, making complex tasks more efficient and accurate.

Donné Stevenson, ML engineer building scalable GenAI infrastructure and rollout strategies. Pedro Chaves, data science manager shaping GenAI search and marketplace recommendations. They explore agent-driven home search, enriched listings with commute and safety data, progressive permissioning and undo patterns, agent-to-agent marketplace layers, and agent-powered uploads, negotiation and logistics.