1. Staffed on client projects of cardiovascular disease diagnostic tools and endoscopic surgical devices2. Reviewed competitor patents, clinical trials, and FDA regulations to identify opportunities and threats

Lead pioneering wearable gait analyses using machine learning in R to detect chemotherapy neurotoxicity early in the treatment

Dissertation: Predictive biomarkers of paclitaxel neurotoxicity in patients with breast cancer1. Built a pipeline for smartphone accelerometer digital biomarker analyses in neurotoxicity detection2. Managed a multi-center omics project and validated 3 panels of biomarkers of chemotherapy toxicity3. Initiated and won a pilot grant to expand the lab’s research territory to include promising lipid targets4. Published 3 first-author manuscripts in tier-1 oncology and health… Show more Dissertation: Predictive biomarkers of paclitaxel neurotoxicity in patients with breast cancer1. Built a pipeline for smartphone accelerometer digital biomarker analyses in neurotoxicity detection2. Managed a multi-center omics project and validated 3 panels of biomarkers of chemotherapy toxicity3. Initiated and won a pilot grant to expand the lab’s research territory to include promising lipid targets4. Published 3 first-author manuscripts in tier-1 oncology and health informatics journals Show less

1. Taught 10 graduate students to conduct bioinformatics statistical analyses with hands-on lab2. Maintained course websites for 80+ students and 5+ faculty

1. Provided pharmacokinetics consulting for the lab startup to obtain data and develop deep-learning algorithms2. Trained clinical trial coordinators in performing an innovative gait assessment of neurodegenerative diseases3. Developed algorithms to extract video-based gait features of patients with neurodegenerative disorders4. Investigated differential metabolomics dynamics in patients with cardiogenic shock5. Analyzed acoustic features of Stradivarius violins

1. Worked with physicians and pharmacists in the infectious disease unit and neurological intensive care unit2. Presented recent clinical trial findings for 30+ neurologists and 30+ pharmacists at departmental seminars3. Published a systematic review of risk factors for medication errors (Journal Article of the Year Award 2021)

1. Created 2 slide decks for a corporate event to showcase diabetes treatment efficacy in the Asian population2. Composed newsletters about recent advances in diabetes conferences for 100+ sales representatives