cv
General Information
| Full Name | Seohyung Hong |
| Date of Birth | 21st April 2000 |
Education
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2024.12-PRESENT Integrated Master and PhD Candidate
Seoul National University College of Medicine - Major
- Department of Biomedical Science
- Research Interest
- Transcriptomics using AI, Pathology image segmentation using CV
- Major
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2020.03-2025.02 Bachelor's degree
Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea - Major
- Computer Science(Main) & Biology(Double major)
- Major
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2018.03-2020.02 High School
Cheong-won Highschool, Ochang, South Korea -
2015.08-2016.07 High School - Exchange Student
Coshocton Highschool, Ohio, USA
Experience
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2024.06-2024.08 Intern, Visual Intelligence Lab (VIVA Lab)
University of Virginia - Led a machine learning project to analyze ballet movements using body landmarks.
- Developed a generalized scoring system for performance evaluation.
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2023.06-2024.06 Intern, Medical Image & Signal Processing Lab
DGIST - Developed an advanced cell segmentation model by modifying SAM, ResUnet34, and PCM models.
- Improved cancer cell segmentation accuracy by fine-tuning SAM Adapter and HQ-SAM in a weakly supervised setting.
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2022.12-2023.02 Intern, Spidercore Inc., KAIST Venture Enterprise
KAIST - Built an NLP model using BERT and TensorFlow for RNA therapeutic prediction.
- Significantly improved model accuracy compared to previous implementations.
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2022.08-2022.12 Intern, Surgical Robotics & AR Research Center
DGIST - Developed a 3D AR-assisted surgical environment using Hololens 2 and Unity.
Honors
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2024 - University of Virginia (UVA), Internship scholarship
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2022 - University of California, Los Angeles (UCLA), Seasonal semester scholarship
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2020 - DGIST Full scholarship
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2016 - Coshocton High School Full scholarship