Heekyung Koh
Advanced Technologist at Boeing
Seoul, South Korea
Summary
👤
Senior🎓
Top SchoolHeekyung Koh is an Advanced Technologist with nine years of experience specializing in deep learning for medical image generation, segmentation, mesh/voxel processing, and acoustic simulation. Based in Seoul, she applies research-grade techniques (pix2pix, CycleGAN, VAE, U-Net, ResNet) to production-focused projects at Boeing, including automated visual inspection, OCR-based part verification, LLMs grounded in company policy, and real-time assembly tracking. Her background as a student researcher at KIST produced practical systems for image-guided navigation and AI-driven dental and brain treatment planning, reflecting a strong bridge between academic rigor (MS in Brain & Cognitive Engineering) and applied engineering. She shares code and demonstrations publicly on GitHub and YouTube, signaling a commitment to reproducibility and community engagement. Notably, she combines classical simulation skills (acoustics, mesh visualization) with modern generative modeling, enabling end-to-end solutions from physics-based modeling to learned image synthesis.
9 years of coding experience
2 years of employment as a software developer
Master of Science - MS, Brain & Cognitive engineering, 4.31 (GPA: 97.8), Master of Science - MS, Brain & Cognitive engineering, 4.31 (GPA: 97.8) at 고려대학교Bachelor of Science - BS, Computer Science, 4.1 (GPA: 93.5), Bachelor of Science - BS, Computer Science, 4.1 (GPA: 93.5) at 동덕여자대학교
Github Skills (52)
extraction9
nlp8
compression8
embedding8
sentiment8
sentiment-analysis8
information-extraction7
retrieval7
search-engine7
lda7
question-answering7
korean-nlp7
classification7
sentence-similarity7
zoo6
Programming languages (3)
Github contributions (5)
kohheekyung/Lane-Vehicle-Detection
Jan 2020 - Jul 2021
Contributions:10 commits, 10 pushes, 1 branch in 1 year 6 months
kohheekyung/LeetCode
Mar 2022 - Aug 2022
Contributions:311 pushes in 4 months
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