Projects
A mix of research prototypes, systems work, and side projects. Use the filters to narrow by topic or tech.
Showing 9 projects.
B.S. honors thesis: simulating how virtual stent placement changes hemodynamics in the Fontan circulation at rest and during exercise, using patient-specific CFD.
Two-quarter capstone: a miniaturized transesophageal photoacoustic oximetry probe to non-invasively measure pulmonary venous oxygen saturation in neonates with congenital heart disease.
An interactive early-warning dashboard that fuses wastewater viral load, hospital admissions, and air-quality signals into a single biosecurity risk index with tiered alerts.
A decoder-only Transformer built in the GPT-2 style, adapted across sentiment analysis, paraphrase detection, and sonnet generation — comparing full fine-tuning to LoRA, ReFT, and DPO.
Generates budget- and time-aware daily itineraries for San Francisco by pairing a learned user–POI satisfaction model with a beam-search planner.
A Python pipeline that extracts and quantifies hepatic flow metrics from 4D Flow MRI to study Fontan hemodynamics and AVM risk.
Benchmarked large language models for logical-fallacy detection and co-developed a detector with reproducible evaluation pipelines.
Redesigned a benchtop centrifuge with color-coded visual and auditory cues for each operation phase, so users can safely step away during long runs.
As product manager with Develop for Good, led an accessible, cognitive-friendly website redesign for acquired-brain-injury patients and caregivers.