Minhyek Jeon
Teaching Assistant at Carnegie Mellon University Robotics Institute
Pittsburgh, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolMinhyek Jeon is an interdisciplinary machine learning researcher and teaching assistant with eight years of experience applying generative and diffusion-based models to biomedical and remote-sensing problems. Currently pursuing advanced studies at Carnegie Mellon and starting a PhD at Oxford/Princeton-affiliated programs, he has improved cross-regional object detection with generative domain adaptation and developed diffusion-driven frameworks to bypass costly molecular dynamics simulations. His work blends computational biology, computer vision, and multimodal data fusion—ranging from MRI-genotype biomarker discovery to automated cell-image event tracking—demonstrating a knack for turning complex scientific questions into practical ML pipelines. Fluent in both engineering and domain science, he also brings uncommon experience as a linguistic specialist in the Korean military and international data-driven public health analysis.
8 years of coding experience
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of OxfordBachelor of Engineering - BE, Artificial Intelligence, Bachelor of Engineering - BE, Artificial Intelligence at 고려대학교Bachelor of Science - BS, Biotechnology, Bachelor of Science - BS, Biotechnology at Korea UniversityMaster of Science - MS, Computational Biology, Master of Science - MS, Computational Biology at Carnegie Mellon University
Korean, English, German
Github Skills (55)
adversarial-learning6
stylegan6
representation-learning6
contrastive-learning5
computer-vision5
generative-adversarial-network5
image-translation5
partition5
pytorch4
temporal4
encoder4
semantic-segmentation4
autoencoder4
abaqus4
representations4
Programming languages (3)
Github contributions (5)
JeonMinkyu/k-lab-project2
Oct 2019 - Dec 2019
k-lab-project2(trash dumping detection)
Contributions:79 commits, 46 pushes, 2 branches in 2 months
computer-visiondumpinglabproject2
minkyujeon/MAML_Pytorch
Jan 2020 - Sep 2020
Contributions:7 commits, 5 pushes, 1 branch in 8 months
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