Cong Liu
Assistant Professor at Boston Children's Hospital
Montgomery Township, New Jersey, United States
Summary
👤
Senior🎓
Top SchoolCong Liu is an Assistant Professor and experienced data scientist who applies 15+ years of expertise in machine learning, genomics, and health IT to translational research and clinical AI deployment. He leads a $5M NIH-funded program managing 15+ people across three clinical sites and has driven practical AI systems at Boston Children's Hospital that streamline genetic services from triage to test ordering. His work spans building multimodal pipelines—such as EHR-driven rare disease identification, polygenic risk score validation in eMERGE, and Doc2Hpo for phenotype extraction—and integrating results into Epic for clinical use. A PhD-trained bioinformatician who publishes and secures grants consistently, he combines hands-on pipeline engineering with cross-site productization, and has notable experience applying cfDNA 5-hmC profiling and ML for early cancer detection.
10 years of coding experience
10 years of employment as a software developer
Bachelor's degree Biology General, Bachelor's degree Biology General at Fudan UniversityDoctor of Philosophy (PhD) Bioinformatics, Doctor of Philosophy (PhD) Bioinformatics at University of Illinois Chicago
English, Chinese
Github Skills (30)
integrations10
cli10
selenium9
typescript9
docker9
ai9
automation9
productivity-tools9
release-management9
ifttt9
studio8
python8
rpa8
workflow-automation8
tekton-pipelines8
Programming languages (9)
Github contributions (5)
stormliucong/doc2hpo
Mar 2018 - Jul 2022
Contributions:146 commits, 116 pushes, 1 branch in 4 years 4 months
stormliucong/eMERGE-Columbia-Data-Sync-Service
Feb 2022 - Feb 2024
Contributions:1 PR, 64 pushes, 1 branch in 2 years
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