Eunjooย Jeon
Sr. Researcher at AITRICS
South Korea
Summary
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Top SchoolEunjoo Jeon is a senior researcher and principal data scientist with nine years of experience applying deep learning and graph-based models to healthcare and enterprise AI problems. With a PhD in Nursing Informatics from Seoul National University and a clinical nursing background, she uniquely bridges frontline medical experience and advanced ML research, having led projects from MRI-based cancer prognosis to ECG arrhythmia classification. At Samsung SDS she drove hyperscale LLM training, efficient serving (speculative decoding and request-level scheduling), GNN embeddings and neural radiance fields, then moved to AITRICS to continue applied AI research. She combines product management instincts with hands-on modeling and systems work, delivering production-ready ML pipelines for regulated domains. An unusual strength is her ability to translate clinical workflows into ML requirements, ensuring models address real-world medical needs as well as technical performance.
9 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (PhD), Nursing Informatics, Doctor of Philosophy (PhD), Nursing Informatics at Seoul National University
Github Skills (20)
exploratory7
condition7
multiclass-classification6
points6
movie6
nlp5
torchvision5
lstm5
keras5
water5
python5
convolutional-neural-networks5
caffe4
machine-learning4
deep-learning4
Programming languages (2)
Github contributions (5)
stereopickle/mental_health_index
Jul 2020 - Aug 2020
Contributions:20 commits, 19 pushes, 1 branch in 4 days
stereopickle/DS_movie_EDA
Jul 2020 - Oct 2020
Preliminary exploratory data analyses using various movie data with intention to make business recommendations for new movie studio.
Contributions:82 commits, 22 PRs, 70 pushes in 3 months
pythonexploratorymovie-datadata-analysesdata-science
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