A few favorite stops
Explainable eye screening, built for the phone in your pocket.
A SwiftUI iOS app that runs Core ML screening models for diabetic retinopathy and conjunctivitis, explains influential regions with SHAP heatmaps, and connects six guided vision tests with nearby specialist search.
Forecast antibiotic-resistance mutations before they emerge.
A structural-temporal ESM-2 system trained on dated bacterial genomes to rank future resistance mutations, combining collection-year embeddings with 3D protein constraints and retrospective validation.
Help a 744B model fit into hardware that was never meant for it.
Real project interfacePortability and architecture-detection contributions to a pure-C runtime that coordinates disk, RAM, and VRAM as one memory hierarchy.
Catch cohort incompatibilities before expensive workflows begin.
A dependency-free Python CLI that checks whether metadata, FASTQ, BAM, CRAM, and VCF files agree on sample ownership, pairing, and reference dictionaries before data is transferred or submitted to a costly pipeline.
A smart-inhaler prototype that connects lung function with the air around you.
Physical prototypeA HOSA hardware build combining an Arduino-compatible ESP32, TFT interface, and BME280 sensor. Inhalix measures spirometry data such as airflow and exhaled volume alongside temperature, humidity, and pressure, then surfaces the readings on-device and through a Bluetooth companion experience.
That's the short version.