Pengnan Fan
Medical Machine Learning Engineer at ChromX Health
Guangzhou City, Guangdong Province, China
Summary
👤
Senior🎓
Top SchoolPengnan Fan is a Medical Machine Learning Engineer with eight years of experience building ML systems for clinical and bioinformatics applications, currently leading chromatogram analysis and breathomics algorithm development at ChromX Health. He has driven published cancer screening research, authored multiple granted patents in breathomics, and implemented end-to-end VOC biomarker discovery and Python backends for GC data. A McGill-trained software engineer and incoming MMath candidate at UWaterloo's REBELS Lab (delayed by visa processing), he blends strong software engineering with domain expertise in Medical AI, NLP, and AutoML from internships at Huawei and Kingmed. Notably, Pengnan transitioned a BERT-based medical report explainer from research to production via model distillation and served as chief algorithm developer on high-impact clinical projects. He is comfortable across research and product lifecycles, translating noisy biological signals into robust ML pipelines that support translational diagnostics.
8 years of coding experience
3 years of employment as a software developer
其他, Mathematics and Computer Science, Freshman(Transferred), 其他, Mathematics and Computer Science, Freshman(Transferred) at Stony Brook UniversityHigh School Diploma, High School, High School Diploma, High School at Henan Experimental Wenbo SchoolBachelor of Software Engineering, Software Engineering, Graduated, Bachelor of Software Engineering, Software Engineering, Graduated at McGill University
English, Chinese
Github Skills (43)
recurrent10
language-modeling9
neural-architecture-search9
image-classification8
feature-extraction8
architecture7
pytorch7
automl7
deep-learning7
efficientnet7
depth6
machine-learning6
video-understanding6
imagenet6
temporal6
Programming languages (7)
Github contributions (5)
Catosine/ECSE222_Digital_Logics
Feb 2019 - Apr 2019
Contributions:201 commits, 8 pushes, 1 branch in 1 month
JimShu716/Design_Project
Feb 2021 - Mar 2021
Contributions:41 PRs, 68 pushes in 1 month
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