/research
Research
I study what breaks when AI leaves the lab—especially domain shift, compression, and generators the benchmark never saw. Full paper titles, methods, and numbers live on the Projects page.
/recognition
Venues & recognition
IEEE ICAIC 2026 (Houston) — two papers accepted
Domain-shift protocol and Enhanced Model Paradox; quad-stream deepfake detection. Both patent pending.
MIT IEEE URTC 2025 — GAN-based satellite deepfake detection (IEEE Xplore forthcoming)
700,000+ real and synthetic satellite images; presented at ESRI IUC (recognized by Jack Dangermond); invited talk at King's College, University of Cambridge, before Nobel Laureate Thomas Cech.
Patents — 2 pending; Davidson Fellowship — submitted, pending
Patents cover domain-shift evaluation methodology and quad-stream detection architecture. Davidson submission on domain shift in deepfake detection.
Conrad Challenge — DeepTrust top 5 of 8,000+ teams (2025); top 100 of 24,000+ participants (2025)
Competition validation alongside peer-reviewed publication track.
Stanford Pre-Collegiate Summer Institute — Discrete Mathematics (2024); faculty recommendation
Intensive summer program in discrete math and proof-oriented work.