🤝 Service

Academic Community

• Mentor, Graduate Ready for an Advanced Degree (GRAD) Program, Department of MS&E, Stanford University (10/2026-Present)
• Ambassador, Department of Epidemiology & Population Health, Stanford University (09/2026-Present)
• Editorial Board Member, OR/MS Tomorrow, Institute for Operations Research and the Management Sciences (INFORMS) (05/2026-Present)
• Student Liaison, Institute for Operations Research and the Management Sciences (INFORMS) Health Applications Society (HAS) (01/2026-Present)
• Mentor, Stanford Women in Math Mentoring (SWIMM), Stanford University (09/2023-08/2026)
• Admissions Reviewer, MS&E Master’s Program, Stanford University (2024 & 2025)

Journal Ad Hoc Reviewer

• npj Digital Medicine
• BMC Public Health
• BMC Anesthesiology
• BMC Infectious Diseases
• BMC Emergency Medicine
• BMC Medical Informatics and Decision Making
• The Gerontologist
• Informatics and Health
• Preventive Medicine Reports
• Nursing Research and Practice
• European Journal of Medical Research
• Journal of Multidisciplinary Healthcare
• Frontiers in Medicine
• Frontiers in Pediatrics
• Frontiers in Toxicology
• Frontiers in Pharmacology
• World Journal of Virology
• World Journal of Psychiatry
• World Journal of Methodology
• World Journal of Clinical Cases
• World Journal of Gastroenterology
• World Journal of Gastrointestinal Surgery
• World Journal of Gastrointestinal Oncology
• Chemosphere
• Scientific Reports
• Atmospheric Environment
• The Journal of Supercomputing
• Artificial Intelligence in Medical Imaging
• Indonesian Journal of Electrical Engineering and Computer Science

Conference Full-Paper Reviewer

• 2025 International Conference on Machine Learning (ICML)
• 2024 Conference on Neural Information Processing Systems (NeurIPS)

Conference Abstract Reviewer

• 2026 International Society for Pharmacoeconomics and Outcomes Research (ISPOR)
• 2026 Society for Medical Decision Making (SMDM) Annual Meeting