Your voice carries 12 acoustic biomarkers before you can name what's wrong. Echo reads them in 30 seconds — mental, respiratory, and cognitive screening, in-browser.
Governed RAG advisor for cuffless PPG blood-pressure estimates: cited, conservative explanations + follow-up, with an opt-in PPG/SCG (seismocardiography) screening-suggestion layer. Screening prompts, not diagnosis. Research/demo, not a medical device.
A swing application built to connect non-profit organizations to serve the underprivileged members of the society
ML-based Type 2 Diabetes screening using CatBoost on ~1M Korean NHIS health checkup records | CDS-492 Capstone, George Mason University
Designed a system that allows Food Banks, Hospitals, and Food Pantries to communicate effectively to monitor food insecurity and health issues in an under privileged community.
Smartphone-based screening tool for nasal asymmetry and deviated septum using computer vision and facial landmark detection
A bilingual (EN/中文) web tool for STOP-BANG Obstructive Sleep Apnea (OSA) risk screening. Zero-dependency static site with privacy-first design.
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