Projects

Research, tools, and ventures I've built.

Research • 2025 – Present

Google MedGemma Audio Diagnostics

Developing audio diagnostic capabilities for Google's Gemini and MedGemma models. Received a $150k GPU space grant for an independent project to expand medical AI beyond text and images into audio-based diagnosis.

  • Earned opportunity through cold-email networking with ISEF alums
  • Pitched to 250 Google engineers and advocated for a longer-term role
  • Contributing audio pretraining foundation model as building block for downstream tasks
  • Expanding capabilities beyond TB to broader diagnostic applications
ISEF 2024 • Grand Award

TB Cough Diagnosis (SCOMAE)

Smartphone application detecting Tuberculosis solely through cough sounds with state-of-the-art accuracy (0.843 AUROC). Winner of Grand and Special Awards at Regeneron ISEF 2024.

  • Developed using Masked Autoencoders and Supervised Contrastive Learning
  • Pretrained generalist encoder on AudioSet (2 million 10-second clips)
  • Fine-tuned on TB patient data for diagnostic classification
  • Awarded $5,000 from USAID, $500 from Regeneron, $500 + internship offer from Chevron
Chrome Extension • 2026

Brown CAB Schedule Exporter

Chrome extension that exports Brown University class schedules from Courses@Brown to any calendar application with one click.

  • Automatic .ics file generation for Google Calendar, Apple Calendar, Outlook
  • Creates recurring events for the entire semester
  • Includes course times, days, and locations
  • Built as a first-year Brown CS student