Minhyun Sung
Registered Nurse @Dignity Health
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WORK HISTORY
Registered Nurse @Dignity Health
Redwood City, CA, US
Intensive Care and Radiology Interventions Collaborate with interdisciplinary teams to improve clinical workflows and care quality using healthcare IT solutions, particularly within Cerner EHR system. Conduct audits for patient acuity measurements in the Cerner system, ensuring the EHR variables map correctly and contribute to accurate acuity assessments. Proposed new variable relationships to enhance data integrity and real-time updates, improving efficiency in clinical decision-making. Developed a shift-requesting Android application using Firebase Realtime Database for nurses to enhance scheduling efficiency. Later transitioned to Google Sheets for better adaptation.
EDUCATION
Eastern University
Master of Science - MS, Data Science
Hanyang University
Bachelor of Science - BS, Nursing
Georgia Institute of Technology
Master of Science - MS, Computer Science
ABOUT MINHYUN SUNG
I\'m passionate about bridging the gap between clinical insight and technical innovation. With a strong belief that data and technology can empower both clinicians and patients, I focus on improving workflow efficiency with AI tools, enhancing care quality through predictive modeling, and advancing accessibility through creative solutions. I believe healthcare technology should be built with and for the people it serves.To bring this vision to life, I\'ve been studying data science and AI in graduate programs. At Georgia Tech, I\'ve replicated deep learning models including Transformers, LSTMs, neural networks, and GANs for hospital mortality prediction, built AI agent workflows that integrate large language models (LLMs) with retrieval-augmented generation (RAG), and guided peer engineers on healthcare-focused projects by providing clinical insight and domain expertise.While expanding my skillset into tech, I continue to practice as a nurse. I bring over 8 years of experience across high-acuity teaching hospitals in Korea, and the U.S, as well as public health research in Malawi. My background spans cardiac surgical critical care, radiology interventions, and quality improvement initiatives. Through this work, I\'ve developed a deep understanding of clinical workflows, EHR data, and patient-centered care. I\'m now combining that foundation with technical skills to help shape the future of healthcare.Portfolio: https://minhyunsung.notion.site/Minhyun-Sung-8bbf0fd578f64bc0a46ad95fb40ba13c
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