Jung-Hyun Won (원정현) Email & Phone Number

✦ Researcher/PhD Candidate in Medical Science, Seoul National University

Master-PhD Integrated Program, Department of Molecular Medicine and Biopharmaceutical ScienceCenter for Convergence Approaches in Drug Development (CCADD)✦ Real-World Data (RWD) in Clinical Research: Analyzed nationwide claims and EMR data to generate Real-World Evidence (RWE), identifying trends that enhance clinical decision-making and improve patient outcomes.✦ Consulting & Research in Drug Development: Contributed to strategic initiatives aimed at strengthening the Korean pharmaceutical industry through industry analysis and benchmarking. Coauthored “Strategies for Successful New Drug Development in South Korea” (2022).✦ AI and Machine Learning in Drug Development: Built a clinically validated database for drug repurposing and validated machine learning models. Developed a framework to assess the clinical relevance and predictive quality of the models.

Center For Convergence Approaches In Drug Development (Ccadd)

Center for Convergence Approaches in Drug Development (CCADD)✦ COVID-19 Drug Development Reviews - Authored papers summarizing clinical data on drug repurposing and vaccine breakthroughs. - Analyzed how the pandemic accelerated innovation and efficiency in drug development.✦ Participated in the research project, “Development of ML-based prediction of drug interactions” - Validated ML-predicted drug-drug interactions using EHR data to improve predictive accuracy.✦ Participated in the consulting project for IDX-1197, a potent PARP inhibitor - Analyzed clinical data, including safety profiles, efficacy endpoints, biomarkers, dosing strategies, and adverse events. - Conducted research on the development landscape for PARP inhibitors, including clinical trial strategies and company positioning within the competitive landscape.

Asia

✦ Intern, Machine learning for Science Group at AI4Science, Microsoft Research Asia✦ 2022.10.17- 2023.04.14

대한민국 서울

✦ Supported development of promotional materials for respiratory treatments, ensuring they met regulatory standards and aligned with strategic marketing objectives.✦ Provided administrative support, coordinating meetings and logistics, and ensuring timely completion of deliverables.✦ Supported communication and collaboration across marketing, medical, and sales teams.

✦ Undergraduate student researcher (part-time) at the Convergence Research Center for Education & Technology, KAIST✦ Developed ‘Young Maker and Creator’ programs (LG-KAIST science education program for elementary students)