Experience
Clinical Data Researcher
Singapore General Hospital · Internship
Jan 2026 — Apr 2026 · 4 mos · On-site
Diabetes and thyroid cancer research.
SPHERE-D Data Extraction Pipeline
- Developed a modular pipeline to extract and validate Social Determinants of Health (SDOH) from unstructured SGH diabetes registry records.
- The implemented pipeline has a >400% performance improvement over the current pipeline.
- Designed a load-testing framework to evaluate API reliability and rate limits for large-scale data extraction.
reMAP — Medical Imaging Tool
- Enables radiologists to map model-generated region proposals to thyroid nodules in ultrasound scans.
BOLT — HTML Annotation & Validation Tool
- Enterprise-grade annotation tool for reviewing and validating weak labels.
- Adopted across multiple internal projects for dataset verification and quality control.
- Reduced annotation time by approximately 34%.
- Authored a technical paper for the BOLT system.