Lee Martie works at the intersection between software engineering, artificial intelligence, and user-centered design. He investigates the needs of users and supports them by creating new algorithms and software features for search engines, recommendation systems, and other tools. Currently, his focus is on studying AI from a software engineering perspective. Previously, he researched new search engines for programmers and developed environments for creating game playing agents that could perform meta-reasoning to improve their strategy.