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caleb winston

about myself

I'm currently doing a PhD in Computer Science at Stanford.

I am on a mission to help:

1. make AI capable of cost-effective video understanding
2. make AI trustworthy via meaningful citations

I'm fortunate to be advised by Christos Kozyrakis (in the MAST group) and to work with Carlos Guestrin (in the FABE group).

I am also grateful to Luis Ceze for advising me during my undergrad at UW Seattle, and to Matei Zaharia, Max Willsey, and others for their mentorship and collaboration.

previously

Academic

• Automating wet labs [JETC '22]
• Auto-repairing brain-computer interfaces [ICSE '22]
• AI medical imaging [MIDL '23]

Commercial

• Cloud computing @ Banyan Computing, a company I started
• Data analytics @ NVIDIA ('20, '21 intern) - Filtered Reading
• AI/ML @ Apple ('21 intern) - Accelerated PyTorch

Independent

• Awareness of sustainability issues - Green Games and Salvage
• Awareness of recycling protocols - Sorted
• Video games are the ultimate art form.

Contact

Google Scholar, Medium, GitHub, Twitter, LinkedIn
calebwin@cs.stanford.edu (research), calebhwin@gmail.com (other)