Chonghua Xue
Bioinformatician
Hopkinton, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolChonghua Xue is a bioinformatician with nine years of experience applying cutting-edge machine learning to biomedical problems, currently based at Boston University. He holds an MS and is pursuing a PhD in Machine Learning, and has authored seven papers (three as first author) on Alzheimer's diagnosis, dementia detection, and monoclonal antibody humanization. His work spans diverse data modalities—2D/3D imaging, voice recordings, and protein sequences—demonstrating fluency in both clinical and molecular-scale challenges. At Boston University since 2018, he blends research rigor with practical bioinformatics engineering to translate ML methods into biomedical insights. An intriguing thread in his profile is the breadth of modalities he integrates, suggesting a talent for cross-domain feature engineering and multimodal model design.
9 years of coding experience
Bachelor of Science - BS, Mathematics and Computer Science, 3.6, Bachelor of Science - BS, Mathematics and Computer Science, 3.6 at California State University - East BayDoctor of Philosophy - PhD, Machine Learning, Doctor of Philosophy - PhD, Machine Learning at Boston University
Github Skills (28)
python9
machine-learning9
cupy9
gpu9
numpy-arrays9
cudnn9
cuda9
cublas8
classification8
deep-learning8
cusolver8
numpy8
curand8
validation8
scipy8
Programming languages (5)
Github contributions (5)
vkola-lab/python_speech_features_cuda
Aug 2020 - Apr 2021
Contributions:41 commits, 39 pushes in 8 months
xf3227/peds2019
Jul 2019 - Aug 2019
Quantifying the nativeness of antibody sequences using long short-term memory networks
Contributions:53 commits, 63 pushes in 18 days
memorylong-short-term-memoryshortlongantibody
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