Jacob Tyo

I am a Ph.D. Candidate in the Machine Learning Department at the School of Computer Science at Carnegie Mellon University (CMU), and a Machine Learning Engineer/Scientist at the U.S. Army Research Laboratory. My research spans robust computer vision, meta-learning, natural language processing, and reinforcement learning, with a focus on rapid model adaptation, robust model deployments, and efficient implementation techniques. I am the founder of Performance Photo, a photography marketplace powered by advanced AI. Currently, I am in the process of selling the underlying technology. For more details, you can check out my PhD Thesis Proposal on Learning Models that Match, view some of my work, visit our lab at CMU, or check out my Resume.