Junyong Jeong
Post Doc Researcher at The University of Texas Health Science Center at Houston (UTHealth)
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolJunyong Jeong is a post-doctoral researcher at UTHealth with eight years of experience applying predictive modeling, multi-task learning, and counterfactual regression to biomedical informatics problems. He holds a Ph.D. in Industrial and Management Engineering from POSTECH and previously worked as a data scientist and ML researcher, blending rigorous academic training with practical data-driven research. Based in Houston, he focuses on developing robust regression and classification models that support causal inference in healthcare settings. Notably, his work bridges traditional industrial engineering methods and modern machine learning techniques, emphasizing multi-task approaches to improve generalization across related clinical outcomes.
8 years of coding experience
1 year of employment as a software developer
Bachelor, Industrial Engineering, 3.91, Bachelor, Industrial Engineering, 3.91 at Hanyang UniversityPh.D, Industrial and Management Engineering, 3.78, Ph.D, Industrial and Management Engineering, 3.78 at POSTECH
Github Skills (11)
prediction-model6
factorization5
logistic-regression5
regression4
spark-ml4
allocation4
scale3
machine-learning3
zen3
spark2
xgboost2
Programming languages (1)
Github contributions (5)
JunYongJeong/VSTG-MTL
May 2018 - Jan 2020
Contributions:23 commits, 29 pushes, 1 branch in 1 year 8 months
JunYongJeong/JunYongJeong.github.io
Apr 2019 - Sep 2020
Contributions:22 pushes, 1 branch in 1 year 4 months
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