Hwa Pyung Kim
Data Scientist @ Samsung Electronics
About
Experienced AI Research Engineer with over 5 years of expertise in computer vision and artificial intelligence, backed by a Ph.D. in the field. Proven leadership in managing and collaborating with teams of 10+ members. Specialized in image data analysis, with hands-on experience across diverse data domains including signal, language, and tabular data. Highly adaptable and quick to learn, with a strong track record of expanding into new research and application areas.
South Korea
Seoul
Computer Software
python, Jira, Confluence, Docker, Gitlab, Amazon Web Services (AWS), Python (Programming Language), Data Science, computer vision, Artifitial Intelligence, SQL, Git, vtk, wx, Medical Imaging, Deep Learning
Experience
Data Scientist
Samsung Electronics
대한민국 수원
AI Research Engineer
Lotte Healthcare
대한민국 서울
• Developed Vision AI model that predicts and generates images of weight changes from user photos, utilizing Object Detection, Pose Estimation, and SMPL-based 3D Human Modeling • Developed a chatbot for recommendation system, implementing Agentic-RAG LLM using Langchain, OpenSearch, Streamlit, and FastAPI • Built a data pipeline and developed a boosting-based machine learning model
Postdoctoral Researcher
Yonsei University
대한민국 서울
College of Dentistry
AI Research Engineer
DEEPNOID
Seoul, South Korea
• Developed AI‐CAD SW to detect and assist in diagnosing diseases from medical images of X‐rays, CT, and MRI • Validated the effectiveness of the AI model through clinical trials and obtained regulatory approval from MFDS • Integrated the product in On‐premise environments, including hospitals, military bases, and HIRA • Managed a team of 10 members as a team leader
Education
Yonsei University
Computational Science & Engineering
Hanyang University
Mathematics
Hwa Pyung Kim's Contact Information
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