Meng Liu
Senior Machine Learning Engineer at Johnson & Johnson
State College, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolMeng Liu is a Senior Machine Learning Engineer with nine years of experience blending data mining, statistical analysis, and optimization to deliver production-ready ML solutions in healthcare and life sciences. Holding a PhD in Industrial Engineering & Operations Research from Penn State, he has led projects ranging from real-time vaccine safety dashboards and explainable AI interfaces for clinicians to large-scale clinical data processing on HPC clusters. He combines strong hands-on skills in R, Python, and shell scripting with cloud and MLOps experience (Amazon SageMaker) to move models from research into regulated enterprise settings. A former licensed nuclear reactor operator, he brings disciplined operational rigor and a systems-thinking mindset to complex analytics problems.
9 years of coding experience
7 years of employment as a software developer
Master of Engineering - MEng, Control Engineering, Master of Engineering - MEng, Control Engineering at Wuhan UniversityDoctor of Philosophy - PhD, Industrial Engineering and Operations Research., 3.96/4.0, Doctor of Philosophy - PhD, Industrial Engineering and Operations Research., 3.96/4.0 at Penn State University
Chinese, English
Stackoverflow
1reputation
0reached
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Github Skills (39)
foundry10
open-science10
ontologies10
ontology10
semantic-web10
metadata10
geneontology10
bioinformatics10
rdf10
owl10
integrate9
open-source8
semantics8
ice6
genes5
Programming languages (6)
Github contributions (5)
yongqunh/ICEO
Feb 2019 - May 2019
An ontology to standardize and integrate ICE information and to support computer-assisted reasoning
Contributions:28 commits in 2 months
assisted-reasoningstandardizeassistedobofoundryice
ontoice/ICEO
Feb 2019 - Oct 2023
An ontology to standardize and integrate ICE information and to support computer-assisted reasoning
Contributions:1 release, 3 PRs, 86 pushes in 4 years 8 months
assisted-reasoningstandardizesemanticsassistedobofoundry
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