Jie Hou
Research Assistant at Computer Science, University of Missouri--Bioinformatics, Data Mining, Machine Learning Laboratory
Columbia, Missouri, United States
Summary
👤
Senior🎓
Top SchoolJie Hou is a research-focused machine learning and bioinformatics engineer with nine years of experience developing algorithms for protein structure prediction, protein quality assessment, and omics data analysis. Based at the University of Missouri, Jie combines deep learning, Bayesian networks, HMMs and optimization techniques to translate biological data (RNA-seq, DNA-seq) into actionable models and tools. Comfortable across Python, Perl, R and C++, Jie has produced end-to-end methods for biological network prediction and sequence analysis while pursuing doctoral research. An early background as an assistant programmer analyst sharpened Jie’s data-processing rigor, giving practical experience with large-scale statistical workflows in addition to academic modeling.
10 years of coding experience
University of Missouri
Chinese, English
Github Skills (15)
clustering9
protein-structure8
structural-biology6
deep-learning5
python-bindings4
python3
modeling3
sampling2
mining2
prediction2
data-mining1
machine-learning1
ab-initio1
convolutional-neural-networks1
bioinformatics1
Programming languages (2)
Github contributions (5)
multicom-toolbox/DeepSF
Aug 2018 - Sep 2018
Contributions:62 commits, 51 pushes in 14 days
multicom-toolbox/CNNQA
Jun 2019 - Oct 2019
Contributions:16 commits, 19 pushes in 4 months
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