Jaeung Hyun

Machine Learning Engineer at The Pinkfong Company

Seoul, South Korea
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Summary

👤
Senior
🎓
Top School
Jaeung Hyun is a Machine Learning Engineer based in Seoul with 8 years of experience building production ML systems across voice, vision, and bioinformatics domains. At The Pinkfong Company he has shipped voice conversion services (RVC/One-voice), a membership SDK in Flutter, and recommendation pipelines using Snowflake and Airflow, while implementing MLOps for handwriting recognition. His background in bioinformatics (MSc, DeepNeo-MHC thesis) informs a data-centric approach to large-scale pipeline and LLM work, including PEFT for LLMs, LangChain RAG chatbots, and Stable Diffusion/LoRA model customization. Comfortable bridging research and product, he combines generative AI R&D with practical deployment experience and a knack for translating lab-scale models into scalable services.
code8 years of coding experience
bookMaster of Science - MS, Bioinformatics and Computational Biology, Master of Science - MS, Bioinformatics and Computational Biology at Kyung Hee University
bookNord universitet
bookBachelor of Engineering - BE, Computer Engineering, Bachelor of Engineering - BE, Computer Engineering at Pukyong National University
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Github Skills (39)

keras10
classification9
segmentation9
mask9
voice9
object-detection9
faster-rcnn8
mask-rcnn8
tensorflow8
instance-segmentation8
speech8
text-to-speech7
deep-learning7
python7
pytorch6

Programming languages (5)

JavaC++SwiftJupyter NotebookPython

Github contributions (5)

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JaeungHyun/alzza

Oct 2019 - Feb 2020

Contributions:27 commits, 26 pushes, 1 branch in 3 months
pknu-wap/UnderTheSea

Dec 2018 - May 2019

Fish detection and classification using Mask-RCNN
Contributions:57 commits, 50 pushes, 3 branches in 5 months
pythonmaskdeep-learningobject-detectionrcnn
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Jaeung Hyun - Machine Learning Engineer at The Pinkfong Company