Ki Kim
Research Fellow at LG Uplus
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolKi Kim is a Research Fellow and machine learning researcher based in Seoul with a decade of experience building and operationalizing large language models, domain-specialized pretraining pipelines, and data augmentation/creation systems. Currently leading ixi-GEN pretraining and evaluation pipelines at LG Uplus after driving LLM pretraining, finetuning, and dialogue modeling at SK Telecom, he combines deep research instincts with product-focused commercialization strategy. He has a strong teaching background—authoring multiple practical NLP and deep learning courses—and a history of industrializing ML from ETRI to startups like MakinaRocks and SK planet. Notably comfortable across the ML lifecycle, Ki blends hands-on model engineering, scalable training systems, and quantitative/qualitative evaluation frameworks to bring GenAI research into production.
10 years of coding experience
12 years of employment as a software developer
Master of Science (MS) Computer Science, Master of Science (MS) Computer Science at Stony Brook University
English, Korean
Github Skills (28)
neural-machine-translation10
translation10
nmt10
sequence-to-sequence10
sequence10
machine-translation9
classification9
keras9
nlp9
jekyll-theme8
jekyll8
responsive8
text-classification8
language-processing7
machine-learning7
Programming languages (2)
Github contributions (5)
kh-kim/nlp_with_pytorch_examples
Apr 2019 - Aug 2021
Contributions:9 commits, 7 pushes, 2 branches in 2 years 4 months
kh-kim/kh-kim
Jul 2020 - Dec 2024
Contributions:30 pushes, 1 branch, 2 issues in 4 years 5 months
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