Chunhui Gu
Research Scientist (Machine Learning) at Meta
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolChunhui Gu is a machine learning–focused research scientist and PhD candidate in biostatistics with ~10 years of experience applying ML/AI to proteomics and real-world clinical data. Combining an MBBS from Fudan with advanced biostatistics training at Emory and UTHealth, she builds reproducible tooling (in-house R packages and Shiny apps) and implements graph neural networks to boost protein identification from mass spectrometry using protein–protein interaction priors. Her work spans method development, large-scale data engineering (MongoDB, SQL), and causal inference in observational studies, including propensity-score reviews and target-trial emulation for RWE. She has practical industry exposure from internships at Novo Nordisk and Children’s Healthcare of Atlanta and is joining Meta as a research scientist in machine learning. Notably, she bridges clinical domain knowledge with deep learning, enabling biologically informed models that surface previously unidentified cancer-testis antigens.
10 years of coding experience
5 years of employment as a software developer
Bachelor of Medicine Bachelor of Surgery - MBBS Medicine, Bachelor of Medicine Bachelor of Surgery - MBBS Medicine at Fudan UniversityMaster of Science - MS Biostatistics, Master of Science - MS Biostatistics at Emory UniversityDoctor of Philosophy - PhD Biostatistics, Doctor of Philosophy - PhD Biostatistics at UTHealth Houston
Stackoverflow
29reputation
12kreached
7answers
1question
Github Skills (42)
probabilistic-programming10
bayesian10
density-estimation10
probabilistic-models10
probabilistic10
probabilistic-graphical-models10
bayesian-inference10
rewrite9
variational-inference9
pytorch9
python9
machine-learning9
deep-learning9
dia8
filter8
Programming languages (4)
Github contributions (5)
FDUguchunhui/Git-learning-notebook
Oct 2019 - Jan 2022
Contributions:10 pushes, 1 branch in 2 years 3 months
FDUguchunhui/Grape-Pi
Aug 2023 - Mar 2024
Graph Neural Network Library for PyTorch
Contributions:29 pushes in 7 months
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