Shirli is a Staff AI Scientist at Intuit, where she designs and builds production AI agents and agent platforms powered by LLMs. Her work focuses on agent architecture, memory, evaluation, LLM training, and incorporating expert and user feedback into AI systems. Her expertise also includes reinforcement learning, NLP, and classical machine learning.

Shirli holds a Ph.D. and M.Sc. in Electrical and Computer Engineering from the Technion, specializing in Reinforcement Learning, and a B.Sc. in Biomedical Engineering from Ben-Gurion University.