Sungho Jeon
AI Research Engineer at Samsung Electronics
South Korea
Summary
👤
Senior🎓
Top SchoolSungho Jeon is an AI research engineer with nine years of experience who blends deep academic expertise in computational linguistics (PhD) with hands-on product integration of LLMs at Samsung’s TV division. His research has focused on making neural language systems more interpretable and efficient—bringing linguistic insights like coherence, entity-focus dynamics, and document structure to practical LLM encoders. He has industry research experience at Meta and Amazon, and earlier engineering work that resulted in multiple US patents in security-related ML systems. Sungho is particularly interested in hybrid solutions that complement LLMs with lightweight modules to overcome their limitations, and he has a track record of translating such ideas from ACL/EMNLP/COLING publications into applied systems.
9 years of coding experience
5 years of employment as a software developer
Master's degree (MS) Computer Science., Master's degree (MS) Computer Science. at Pohang University of Science and TechnologyDoctor of Philosophy - PhD Computational Linguistics, Doctor of Philosophy - PhD Computational Linguistics at Heidelberg UniversityBachelor of Science (BS) Computer Science & Engineering., Bachelor of Science (BS) Computer Science & Engineering. at Pusan National University
Github Skills (38)
nlp10
pytorch9
python9
machine-learning9
natural-language-processing9
bert9
tensorflow9
deep-learning9
speech-recognition9
transformer9
language-model8
transformers8
seq2seq7
speech7
audio7
Programming languages (2)
Github contributions (5)
sdeva14/sdeva14.github.io
Aug 2016 - Oct 2023
Contributions:206 pushes, 3 branches in 7 years 2 months
sdeva14/eusipco17-drone-sound-detection
Sep 2017 - Sep 2021
Contributions:10 commits, 9 pushes, 1 branch in 4 years
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