Yes, I welcome motivated undergraduate students who are interested in AI research. I typically offer positions through Stanford's SURF program and independent study courses. Please have some programming experience and a genuine interest in machine learning.

I'm happy to consider speaking opportunities at conferences, workshops, and industry events. Please provide details about the event, audience, and expected talk format. I prefer topics related to neural architecture search, AutoML, and AI for edge computing.

I'm always happy to provide guidance to students and early-career researchers. For brief questions, email is fine. For more in-depth discussions, please schedule office hours or consider attending my talks where I often discuss career paths in AI research.

Yes, I actively collaborate with industry research labs and welcome new partnerships. I'm particularly interested in projects that have real-world impact and can contribute to open-source research. Please outline the collaboration goals and mutual benefits in your inquiry.