Seonwhee Jin
Machine Learning Research Scientist, Team Leader at DKI Technology Co., Ltd.
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolSeonwhee Jin is a Machine Learning Research Scientist and team leader based in Seoul with nine years of experience applying data mining, statistical methods, and ML to domains like healthcare and finance. She specializes in building well-trained, responsibly released AI models and is actively exploring reinforcement learning, explainable AI, and federated learning. At companies including DKI Technology and NeuralBC she has led teams from research to deployment while improving cross-functional communication to translate technical insights for business stakeholders. Her background in computational genomics and a master's from Seoul National University give her a strong foundation in data curation and domain-aware modeling. Notably, she emphasizes unbiased, carefully curated datasets and the social responsibility of releasing mature AI systems rather than experimental models.
9 years of coding experience
1 year of employment as a software developer
Master of Science - MS, Master of Science - MS at Seoul National UniversityBachelor of Science - BS, Bachelor of Science - BS at Sungkyunkwan University
English, Chinese, Japanese
Github Skills (15)
iterative9
scene8
bidirectional7
scene-text6
text-recognition6
modeling6
nlp5
deep-learning4
pytorch4
camp3
wrapper2
api2
keras1
python1
tensorflow1
Programming languages (3)
Github contributions (5)
Seonwhee-Genome/ABINet
Jan 2022 - May 2022
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Recognition
Contributions:27 PRs, 27 pushes, 29 branches in 4 months
pytorchnlpautonomoustext-recognitiondeep-learning
Seonwhee-Genome/dabrp_classnote2
Jun 2017 - Aug 2017
Contributions:25 pushes in 1 month
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