Education

• Ph.D in Biostatsitcis and Health Data Science, Duke-NUS Medical School, Mar 2025
  • PhD Thesis - Privacy‑Preserving Machine Learning for Interpretable and Trustworthy Clinical Decision Making
• B.S. in Mathematics and Statistics, University of Michigan, Apr 2021
  • Honors Thesis - Local False Discovery Rates in the Multi‑Parameter Case, with Application to Epigenetics of Human Growth
  • Graduated with High Distinction (GPA 3.91/4.0) and High Honors in Statistics

Awards & Fellowships

• Selected Participant, New Researchers Conference Asia, Institute of Mathematical Statistics, 2026
• Selected Participant, 17th HOPE Meeting, Japan Society for the Promotion of Science, 2026
• Khoo Postdoctoral Fellowship Award (PI), 2025
• Travel support recipient, JSPS–NUS Collaborative Research Workshop on Resuscitation, 2025

Patents

• Patient Risk Level Estimation, PCT/SG2025/050265
• Federation of scoring systems, PCT/SG2023/050574

Teaching Experience

• MATH 451 Advanced Calculus I, Math Grader, Department of Mathematics, University of Michigan, WN 2021
• Spring and Summer Math Tutoring, Math Tutor, Science Learning Center, University of Michigan, SP & SU 2020
• BIOLOGY 305 Genetics, Study Group Facilitator, Science Learning Center, University of Michigan, FA 2019

Peer Review

• Journal: ACM Computing Surveys; Neurocomputing; PLOS Digital Health; Array; Statistics in Medicine; Research Methods in Medicine & Health Sciences
• Conference: AAAI 2027; NeurIPS 2026; ICML 2026; AMIA 2026 Amplify Informatics Conference; ICLR 2026; AI4X 2025